{"id":2199,"date":"2026-11-04T16:17:50","date_gmt":"2026-11-04T08:17:50","guid":{"rendered":"https:\/\/ai26.shop\/?p=2199"},"modified":"2026-11-06T10:41:58","modified_gmt":"2026-11-06T02:41:58","slug":"ai%e6%97%a5%e6%8a%a5-%c2%b7-2026%e5%b9%b411%e6%9c%8804%e6%97%a5%ef%bd%9cgoogle-%e6%8b%9f%e5%af%b9%e6%8b%92%e7%bb%9d%e9%87%87%e7%94%a8-ai-%e7%9a%84%e5%ad%a6%e6%a0%a1%e5%85%b3%e9%97%ad%e6%90%9c%e7%b4%a2","status":"publish","type":"post","link":"https:\/\/ai26.shop\/index.php\/2026\/11\/04\/ai%e6%97%a5%e6%8a%a5-%c2%b7-2026%e5%b9%b411%e6%9c%8804%e6%97%a5%ef%bd%9cgoogle-%e6%8b%9f%e5%af%b9%e6%8b%92%e7%bb%9d%e9%87%87%e7%94%a8-ai-%e7%9a%84%e5%ad%a6%e6%a0%a1%e5%85%b3%e9%97%ad%e6%90%9c%e7%b4%a2\/","title":{"rendered":"AI\u65e5\u62a5 \u00b7 \u56fd\u9645\u8d44\u8baf\uff5c 2026\u5e7411\u670804\u65e5"},"content":{"rendered":"<p>AI \u65b0\u95fb\u96f7\u8fbe \u00b7 2026\u5e7411\u670804\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 Google \u62df\u5bf9\u62d2\u7edd\u91c7\u7528 AI \u7684\u5b66\u6821\u5173\u95ed\u641c\u7d22\u670d\u52a1<\/h3>\n<p>Hacker News \u8ba8\u8bba\u5f15\u8ff0\u300a\u7ebd\u7ea6\u65f6\u62a5\u300b\u62a5\u9053\u79f0\uff0cGoogle \u5c06\u5bf9\u62d2\u7edd\u91c7\u7528\u5176 AI \u5de5\u5177\u7684\u5b66\u6821\u5173\u95ed\u641c\u7d22\u670d\u52a1\u3002\u76f8\u5173\u8ba8\u8bba\u5728 Hacker News \u83b7\u5f97 608 \u5206\u3001429 \u6761\u8bc4\u8bba\uff0c\u4f46\u516c\u5f00\u5019\u9009\u4fe1\u606f\u672a\u63d0\u4f9b Google \u7684\u5177\u4f53\u653f\u7b56\u9002\u7528\u8303\u56f4\u3001\u6267\u884c\u65f6\u95f4\u6216\u5b98\u65b9\u8bf4\u6cd5\uff0c\u9700\u4ee5\u539f\u6587\u4e3a\u51c6\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u6d89\u53ca AI \u6559\u80b2\u63a8\u5e7f\u4e0e\u5e73\u53f0\u670d\u52a1\u6346\u7ed1\uff0c\u53ef\u80fd\u5f71\u54cd\u5b66\u6821\u5bf9 AI \u5de5\u5177\u7684\u9009\u62e9\u3002<\/p>\n<p><strong>\u70ed\u5ea6\u4f9d\u636e\uff1a<\/strong>\u8bc4\u8bba 429 \u00b7 \u79ef\u5206 608\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\uff1a8\/10<\/small><\/p>\n<ul>\n<li>Hacker News \u00b7 <a href=\"https:\/\/news.ycombinator.com\/item?id=50353192\" target=\"_blank\" rel=\"noopener noreferrer\">Google will turn off search for schools that reject AI<\/a> \u00b7 HN \u641c\u7d22\u5019\u9009\u53ca\u516c\u5f00\u8bc4\u8bba \/ \u79ef\u5206\uff0c\u4e0d\u662f\u5916\u94fe\u5168\u6587 \u00b7 2026-11-03 \u00b7 <a href=\"https:\/\/www.nytimes.com\/2026\/11\/03\/us\/google-search-schools-restrict-ai.html\" target=\"_blank\" rel=\"noopener noreferrer\">\u6295\u7a3f\u5916\u94fe<\/a><\/li>\n<\/ul>\n<h3>2 \u00b7 Reddit\u5e16\u5b50\u79f0Revolut\u81ea\u6258\u7ba1AI\u7f16\u7801\u5c06\u6210\u672c\u964d\u4f4e\u7ea610\u500d<\/h3>\n<p>Reddit r\/LocalLLaMA \u4e0a\u4e00\u6761\u70ed\u5e16\u63f4\u5f15\u62a5\u9053\u79f0\uff0c\u82f1\u56fd\u91d1\u878d\u79d1\u6280\u516c\u53f8Revolut\u901a\u8fc7\u653e\u5f03Claude\u3001\u6539\u7528\u81ea\u6258\u7ba1\u65b9\u6848\uff0c\u5c06AI\u7f16\u7801\u6210\u672c\u524a\u51cf\u7ea610\u500d\u3002\u8be5\u5e16\u7531\u7528\u6237\u63d0\u4ea4\uff0c\u5e73\u53f0\u6392\u540d\u7b2c1\u3002\u672c\u6279\u8d44\u6599\u53ea\u5305\u542b\u5e16\u5b50\u6807\u9898\u548c\u63d0\u4ea4\u4fe1\u606f\uff0c\u6ca1\u6709\u539f\u62a5\u9053\u6b63\u6587\u3001\u6210\u672c\u53e3\u5f84\u3001\u6a21\u578b\u914d\u7f6e\u6216\u516c\u53f8\u786e\u8ba4\uff0c\u56e0\u6b64\u201c10\u500d\u201d\u8fd9\u4e00\u8bf4\u6cd5\u53ea\u80fd\u89c6\u4e3a\u5e16\u5b50\u6240\u5f15\u62a5\u9053\u7684\u8868\u8ff0\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u6d89\u53ca\u4f01\u4e1a\u7528\u81ea\u6258\u7ba1\u6a21\u578b\u66ff\u4ee3\u5546\u7528API\u7684\u6210\u672c\u5b9e\u8df5\uff0c\u4e0eAI\u5de5\u5177\u548c\u884c\u4e1a\u843d\u5730\u76f8\u5173\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\uff1a7\/10<\/small><\/p>\n<ul>\n<li>Reddit \u00b7 <a href=\"https:\/\/www.reddit.com\/r\/LocalLLaMA\/comments\/1xn568h\/british_fintech_revolut_slashes_ai_coding_costs\/\" target=\"_blank\" rel=\"noopener noreferrer\">British fintech Revolut slashes AI coding costs 10x by cutting out Claude and going self-hosted<\/a> \u00b7 RSS \/ Atom \u8ba2\u9605\u6b63\u6587\u6216\u6458\u8981 \u00b7 2026-11-03<\/li>\n<\/ul>\n<h3>3 \u00b7 n8n\uff1a\u96c6\u6210AI\u80fd\u529b\u7684\u5f00\u6e90\u5de5\u4f5c\u6d41\u81ea\u52a8\u5316\u5e73\u53f0<\/h3>\n<p>GitHub\u4e0a\u7684n8n\u4ed3\u5e93\u4ecb\u7ecd\uff0c\u8fd9\u662f\u4e00\u4e2a\u91c7\u7528\u516c\u5e73\u4ee3\u7801\uff08fair-code\uff09\u6a21\u5f0f\u7684\u5de5\u4f5c\u6d41\u81ea\u52a8\u5316\u5e73\u53f0\uff0c\u5e26\u6709\u539f\u751fAI\u80fd\u529b\uff0c\u7ed3\u5408\u53ef\u89c6\u5316\u642d\u5efa\u4e0e\u81ea\u5b9a\u4e49\u4ee3\u7801\uff0c\u652f\u6301\u81ea\u6258\u7ba1\u6216\u4e91\u90e8\u7f72\uff0c\u63d0\u4f9b400\u591a\u4e2a\u96c6\u6210\u3002\u4ed3\u5e93\u6807\u7b7e\u6db5\u76d6AI\u3001\u81ea\u52a8\u5316\u3001\u4f4e\u4ee3\u7801\u3001MCP\u5ba2\u6237\u7aef\u4e0e\u670d\u52a1\u7aef\u7b49\uff0c\u5f53\u524dStar\u6570\u4e3a209512\u3002\u8be5\u6570\u636e\u4e3a\u4ed3\u5e93\u603bStar\uff0c\u5e76\u975e\u5f53\u65e5\u65b0\u589e\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u53cd\u6620AI\u5de5\u4f5c\u6d41\u81ea\u52a8\u5316\u5de5\u5177\u7684\u5f00\u6e90\u751f\u6001\u4e0e\u96c6\u6210\u80fd\u529b\uff0c\u9002\u5408\u5173\u6ce8AI\u5de5\u5177\u843d\u5730\u7684\u8bfb\u8005\u3002<\/p>\n<p><strong>\u70ed\u5ea6\u4f9d\u636e\uff1a<\/strong>Star 209,512\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\/n8n-io\/n8n\" target=\"_blank\" rel=\"noopener noreferrer\">n8n-io\/n8n<\/a> \u00b7 GitHub \u5b98\u65b9\u4ed3\u5e93\u641c\u7d22 \/ Star \u7edf\u8ba1 \u00b7 2026-11-04<\/li>\n<\/ul>\n<h3>4 \u00b7 Postman \u88ab\u6307\u9759\u9ed8\u5b89\u88c5 AI \u63d2\u4ef6\u5e76\u5c1d\u8bd5\u5171\u4eab API \u6570\u636e<\/h3>\n<p>Hacker News \u8ba8\u8bba\u5f15\u8ff0 Postman \u5e94\u7528\u652f\u6301\u4ed3\u5e93\u7684\u8bae\u9898\uff0c\u79f0 Postman \u5728\u672a\u660e\u786e\u544a\u77e5\u7684\u60c5\u51b5\u4e0b\u81ea\u52a8\u5b89\u88c5 AI \u63d2\u4ef6\uff0c\u5e76\u5c1d\u8bd5\u5171\u4eab\u5168\u90e8 API \u6570\u636e\u3002\u8be5\u8ba8\u8bba\u83b7\u5f97 1213 \u5206\u3001396 \u6761\u8bc4\u8bba\uff0c\u4f46\u73b0\u6709\u8d44\u6599\u4ec5\u4e3a\u5019\u9009\u6458\u8981\uff0c\u672a\u5305\u542b Postman \u5b98\u65b9\u56de\u5e94\u3001\u53d7\u5f71\u54cd\u7248\u672c\u6216\u6570\u636e\u5171\u4eab\u8303\u56f4\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u5f00\u53d1\u8005\u5de5\u5177\u9ed8\u8ba4\u542f\u7528 AI \u529f\u80fd\u53ca\u6570\u636e\u5916\u4f20\u98ce\u9669\uff0c\u5173\u7cfb API \u6570\u636e\u5b89\u5168\u4e0e\u7528\u6237\u77e5\u60c5\u6743\u3002<\/p>\n<p><strong>\u70ed\u5ea6\u4f9d\u636e\uff1a<\/strong>\u8bc4\u8bba 396 \u00b7 \u79ef\u5206 1,213\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\uff1a8\/10<\/small><\/p>\n<ul>\n<li>Hacker News \u00b7 <a href=\"https:\/\/news.ycombinator.com\/item?id=50354960\" target=\"_blank\" rel=\"noopener noreferrer\">Postman silently auto-installs AI plugins and attempts to share all API data<\/a> \u00b7 HN \u641c\u7d22\u5019\u9009\u53ca\u516c\u5f00\u8bc4\u8bba \/ \u79ef\u5206\uff0c\u4e0d\u662f\u5916\u94fe\u5168\u6587 \u00b7 2026-11-03 \u00b7 <a href=\"https:\/\/github.com\/postmanlabs\/postman-app-support\/issues\/14370\" target=\"_blank\" rel=\"noopener noreferrer\">\u6295\u7a3f\u5916\u94fe<\/a><\/li>\n<\/ul>\n<h3>5 \u00b7 Reddit\u5e16\u79f0\u7f8e\u56fdGPU\u7ef4\u4fee\u6280\u5e08\u201c\u786e\u8ba4\u201dRTX 5090\u670964GB\u548c96GB\u663e\u5b58\u7248\u672c<\/h3>\n<p>Reddit r\/LocalLLaMA \u4e0a\u4e00\u6761\u6392\u540d\u7b2c2\u7684\u5e16\u5b50\u79f0\uff0c\u4e00\u4f4d\u7f8e\u56fdGPU\u7ef4\u4fee\u6280\u5e08\u201c\u786e\u8ba4\u201dRTX 5090\u5b58\u572864GB\u548c96GB\u663e\u5b58\u7684\u7248\u672c\u3002\u5e16\u5b50\u6807\u9898\u4e2d\u7684\u201cconfirmed\u201d\u5e26\u5f15\u53f7\uff0c\u8d44\u6599\u4ec5\u6709\u6807\u9898\u548c\u63d0\u4ea4\u4fe1\u606f\uff0c\u6ca1\u6709\u82f1\u4f1f\u8fbe\u5b98\u65b9\u58f0\u660e\u3001\u5b9e\u62cd\u8bc1\u636e\u6216\u89c4\u683c\u6587\u6863\uff0c\u65e0\u6cd5\u9a8c\u8bc1\u8be5\u8bf4\u6cd5\uff0c\u663e\u5b58\u53c2\u6570\u4ecd\u5c5e\u672a\u7ecf\u5b98\u65b9\u786e\u8ba4\u7684\u4f20\u95fb\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u5927\u663e\u5b58\u6d88\u8d39\u7ea7\u663e\u5361\u76f4\u63a5\u5173\u7cfb\u5230\u672c\u5730\u5927\u6a21\u578b\u8fd0\u884c\u95e8\u69db\uff0c\u53d7\u5230\u672c\u5730AI\u793e\u533a\u5173\u6ce8\u3002<\/p>\n<p><strong>\u70ed\u5ea6\u4f9d\u636e\uff1a<\/strong>\u5e73\u53f0\u699c\u5355\u5019\u9009\u7b2c 2 \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\/1xmqq2a\/rtx_5090_with_64gb_and_96gb_vram_confirmed_by_us\/\" target=\"_blank\" rel=\"noopener noreferrer\">RTX 5090 with 64GB and 96GB VRAM &#8216;confirmed&#8217; by US GPU repair tech<\/a> \u00b7 RSS \/ Atom \u8ba2\u9605\u6b63\u6587\u6216\u6458\u8981 \u00b7 2026-11-03<\/li>\n<\/ul>\n<h3>6 \u00b7 Firecrawl\uff1a\u4e3aAI\u667a\u80fd\u4f53\u63d0\u4f9b\u7f51\u9875\u6570\u636e\u6293\u53d6\u4e0e\u8f6c\u6362<\/h3>\n<p>GitHub\u4e0a\u7684firecrawl\u4ed3\u5e93\u5b9a\u4f4d\u662f\u4e3aAI\u667a\u80fd\u4f53\u63d0\u4f9b\u6765\u81ea\u7f51\u9875\u53ca\u5176\u4ed6\u6765\u6e90\u7684\u6570\u636e\uff0c\u6db5\u76d6\u6293\u53d6\u3001\u641c\u7d22\u3001\u6570\u636e\u62bd\u53d6\u548cHTML\u8f6cMarkdown\u7b49\u80fd\u529b\u3002\u4ed3\u5e93\u6807\u7b7e\u5305\u62ecAI\u4ee3\u7406\u3001\u722c\u866b\u3001\u7f51\u9875\u6293\u53d6\u3001LLM\u7b49\uff0c\u5f53\u524dStar\u6570\u4e3a198424\u3002\u8be5\u6570\u5b57\u4e3a\u4ed3\u5e93\u603bStar\uff0c\u4e0d\u662f\u5f53\u65e5\u6da8\u661f\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u7f51\u9875\u6570\u636e\u83b7\u53d6\u662fAI\u667a\u80fd\u4f53\u7684\u57fa\u7840\u73af\u8282\uff0c\u8be5\u9879\u76ee\u5c55\u793a\u4e86\u6293\u53d6\u4e0e\u6570\u636e\u62bd\u53d6\u7684\u5f00\u6e90\u65b9\u6848\u3002<\/p>\n<p><strong>\u70ed\u5ea6\u4f9d\u636e\uff1a<\/strong>Star 198,424\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\/firecrawl\/firecrawl\" target=\"_blank\" rel=\"noopener noreferrer\">firecrawl\/firecrawl<\/a> \u00b7 GitHub \u5b98\u65b9\u4ed3\u5e93\u641c\u7d22 \/ Star \u7edf\u8ba1 \u00b7 2026-11-04<\/li>\n<\/ul>\n<h3>7 \u00b7 \u65e5\u7ecf\uff1a\u7f8e\u56fd\u79d1\u6280\u5de8\u5934\u9690\u6027 AI \u503a\u52a1\u534a\u5e74\u589e 90% \u81f3 3.2 \u4e07\u4ebf\u7f8e\u5143<\/h3>\n<p>Hacker News \u8ba8\u8bba\u5f15\u8ff0\u300a\u65e5\u7ecf\u4e9a\u6d32\u300b\u62a5\u9053\uff0c\u79f0\u7f8e\u56fd\u79d1\u6280\u5de8\u5934\u7684\u9690\u6027 AI \u503a\u52a1\u5728\u516d\u4e2a\u6708\u5185\u589e\u957f 90%\uff0c\u8fbe\u5230 3.2 \u4e07\u4ebf\u7f8e\u5143\u3002\u76f8\u5173\u8ba8\u8bba\u83b7\u5f97 339 \u5206\u3001142 \u6761\u8bc4\u8bba\u3002\u516c\u5f00\u5019\u9009\u4fe1\u606f\u672a\u8bf4\u660e\u503a\u52a1\u7edf\u8ba1\u53e3\u5f84\u3001\u6d89\u53ca\u516c\u53f8\u540d\u5355\u53ca\u6570\u636e\u6765\u6e90\u7ec6\u8282\uff0c\u9700\u67e5\u9605\u539f\u62a5\u9053\u6838\u5b9e\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>AI \u57fa\u7840\u8bbe\u65bd\u6269\u5f20\u80cc\u540e\u7684\u878d\u8d44\u4e0e\u503a\u52a1\u98ce\u9669\uff0c\u662f\u89c2\u5bdf\u79d1\u6280\u5de8\u5934\u8d22\u52a1\u7ed3\u6784\u7684\u91cd\u8981\u7ebf\u7d22\u3002<\/p>\n<p><strong>\u70ed\u5ea6\u4f9d\u636e\uff1a<\/strong>\u8bc4\u8bba 142 \u00b7 \u79ef\u5206 339\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\uff1a8\/10<\/small><\/p>\n<ul>\n<li>Hacker News \u00b7 <a href=\"https:\/\/news.ycombinator.com\/item?id=50358422\" target=\"_blank\" rel=\"noopener noreferrer\">US tech giants&#8217; hidden AI debt swells 90% to $3.2T in 6 months<\/a> \u00b7 HN \u641c\u7d22\u5019\u9009\u53ca\u516c\u5f00\u8bc4\u8bba \/ \u79ef\u5206\uff0c\u4e0d\u662f\u5916\u94fe\u5168\u6587 \u00b7 2026-11-03 \u00b7 <a href=\"https:\/\/asia.nikkei.com\/business\/technology\/artificial-intelligence\/us-tech-giants-hidden-ai-debt-swells-90-to-3.2tn-in-6-months\" target=\"_blank\" rel=\"noopener noreferrer\">\u6295\u7a3f\u5916\u94fe<\/a><\/li>\n<\/ul>\n<h3>8 \u00b7 \u7528\u6237\u624b\u5de5\u6539\u5199Gemma 4 12B\u76848\u4e2a\u795e\u7ecf\u5143\u4ee5\u6539\u53d8\u610f\u5927\u5229\u8bed\u65f6\u6001\u7ffb\u8bd1<\/h3>\n<p>Reddit r\/LocalLLaMA\u7528\u6237\u79f0\uff0c\u53d7MIT CSAIL\u6743\u91cd\u7f16\u8f91\u601d\u8def\u542f\u53d1\uff0c\u7528Claude Opus 5.5\u5728Gemma 4 12B\u4e0a\u624b\u5de5\u6539\u51998\u4e2aMLP\u795e\u7ecf\u5143\uff08\u7ea69.2\u4e07\/119\u4ebf\u53c2\u6570\uff09\uff0c\u8ba9\u6a21\u578b\u4ec5\u5728\u8bed\u4e49\u9700\u8981\u65f6\u4f7f\u7528\u672a\u5b8c\u8fc7\u53bb\u65f6\u3002\u4f5c\u8005\u62a5\u544a\u5728\u672a\u89c1\u53e5\u5b50\u4e0a\u65e7\u5f62\u5f0f\u5360\u6bd4\u4ece26%\/32%\u964d\u81f35%\/16%\uff0c\u4ec52\u6761\u5bf9\u7167\u53e5\u88ab\u8bef\u8bfb\uff0c200\u6761\u65e0\u5173\u7ffb\u8bd1\u4e2d182\u6761\u4fdd\u6301\u4e0d\u53d8\uff1b\u5e76\u5bf9\u6bd4\u7cfb\u7edf\u63d0\u793a\u3001\u5dee\u503c\u5747\u503c\u6d88\u878d\u548cLoRA\u5fae\u8c03\uff0c\u79f0\u63d0\u793a\u4f1a\u8fc7\u5ea6\u6cdb\u5316\u3001\u6d88\u878d\u7834\u574f\u65f6\u6001\u3001LoRA\u5f71\u54cd\u66f4\u591a\u65e0\u5173\u53e5\u5b50\u3002\u4f5c\u8005\u63d0\u793a\u4ec5\u4e00\u4e2a\u8bed\u6cd5\u7ed3\u6784\u548c\u4e00\u4e2a\u6a21\u578b\uff0c\u4e09\u6b21\u8fd0\u884c\u4e2d\u4e24\u6b21\u6210\u529f\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u5c55\u793a\u65e0\u9700\u8bad\u7ec3\u7684\u6781\u5c11\u91cf\u6743\u91cd\u7f16\u8f91\u5728\u5177\u4f53\u7ffb\u8bd1\u504f\u597d\u4e0a\u7684\u6548\u679c\u4e0e\u5c40\u9650\u3002<\/p>\n<p><strong>\u70ed\u5ea6\u4f9d\u636e\uff1a<\/strong>\u5e73\u53f0\u699c\u5355\u5019\u9009\u7b2c 5 \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\uff1a8\/10<\/small><\/p>\n<ul>\n<li>Reddit \u00b7 <a href=\"https:\/\/www.reddit.com\/r\/LocalLLaMA\/comments\/1xn1gs9\/i_tried_mits_weightspace_programming_on_my_own\/\" target=\"_blank\" rel=\"noopener noreferrer\">I tried MIT&#8217;s &#8220;weight-space programming&#8221; on my own use case: Claude rewrote 8 neurons of Gemma 4 12B to change how it translates one Italian tense<\/a> \u00b7 RSS \/ Atom \u8ba2\u9605\u6b63\u6587\u6216\u6458\u8981 \u00b7 2026-11-03<\/li>\n<\/ul>\n<h3>9 \u00b7 AutoGPT\uff1a\u9762\u5411\u6240\u6709\u4eba\u7684\u81ea\u4e3bAI\u667a\u80fd\u4f53\u9879\u76ee<\/h3>\n<p>GitHub\u4e0a\u7684AutoGPT\u4ed3\u5e93\u4ecb\u7ecd\u5176\u613f\u666f\u662f\u8ba9AI\u5bf9\u6240\u6709\u4eba\u53ef\u53ca\u3001\u53ef\u4f7f\u7528\u548c\u53ef\u6784\u5efa\uff0c\u76ee\u6807\u662f\u63d0\u4f9b\u5de5\u5177\u8ba9\u7528\u6237\u4e13\u6ce8\u91cd\u8981\u4e8b\u9879\u3002\u4ed3\u5e93\u6807\u7b7e\u5305\u62ec\u4ee3\u7406\u5f0fAI\u3001\u81ea\u4e3b\u667a\u80fd\u4f53\u3001GPT\u3001LLM\u3001Python\u7b49\uff0c\u5f53\u524dStar\u6570\u4e3a187891\u3002\u8be5\u6570\u636e\u4e3a\u4ed3\u5e93\u603bStar\uff0c\u5e76\u975e\u5f53\u65e5\u65b0\u589e\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\u5b9a\u4f4d\u53d8\u5316\u503c\u5f97AI\u884c\u4e1a\u89c2\u5bdf\u8005\u5173\u6ce8\u3002<\/p>\n<p><strong>\u70ed\u5ea6\u4f9d\u636e\uff1a<\/strong>Star 187,891\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\/Significant-Gravitas\/AutoGPT\" target=\"_blank\" rel=\"noopener noreferrer\">Significant-Gravitas\/AutoGPT<\/a> \u00b7 GitHub \u5b98\u65b9\u4ed3\u5e93\u641c\u7d22 \/ Star \u7edf\u8ba1 \u00b7 2026-11-04<\/li>\n<\/ul>\n<h3>10 \u00b7 \u6587\u7ae0\u79f0 AI \u6b63\u5728\u6467\u6bc1\u6211\u7684\u8ba1\u7b97\u673a\u79d1\u5b66\u5b66\u4f4d<\/h3>\n<p>Hacker News \u4e0a\u7684\u4e00\u7bc7\u4e2a\u4eba\u6587\u7ae0\u4ee5\u201cAI \u6b63\u5728\u6467\u6bc1\u6211\u7684\u8ba1\u7b97\u673a\u79d1\u5b66\u5b66\u4f4d\u201d\u4e3a\u9898\uff0c\u8ba8\u8bba AI \u5bf9\u8ba1\u7b97\u673a\u79d1\u5b66\u6559\u80b2\u7684\u5f71\u54cd\uff0c\u83b7\u5f97 123 \u5206\u3001113 \u6761\u8bc4\u8bba\u3002\u73b0\u6709\u8d44\u6599\u4ec5\u63d0\u4f9b\u6807\u9898\u548c\u8ba8\u8bba\u6570\u636e\uff0c\u672a\u7ed9\u51fa\u4f5c\u8005\u5177\u4f53\u8bba\u70b9\u3001\u6240\u5728\u5b66\u6821\u6216\u5f15\u7528\u7684\u8bc1\u636e\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u53cd\u6620\u5b66\u751f\u5bf9 AI \u6539\u53d8\u8ba1\u7b97\u673a\u79d1\u5b66\u6559\u5b66\u4e0e\u5b66\u4e60\u65b9\u5f0f\u7684\u5207\u8eab\u62c5\u5fe7\u3002<\/p>\n<p><strong>\u70ed\u5ea6\u4f9d\u636e\uff1a<\/strong>\u8bc4\u8bba 113 \u00b7 \u79ef\u5206 123\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=50353300\" target=\"_blank\" rel=\"noopener noreferrer\">AI is destroying my CS degree<\/a> \u00b7 HN \u641c\u7d22\u5019\u9009\u53ca\u516c\u5f00\u8bc4\u8bba \/ \u79ef\u5206\uff0c\u4e0d\u662f\u5916\u94fe\u5168\u6587 \u00b7 2026-11-03 \u00b7 <a href=\"https:\/\/lordtoots.bearblog.dev\/ai-is-destroying-my-cs-degree\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u6295\u7a3f\u5916\u94fe<\/a><\/li>\n<\/ul>\n<h3>11 \u00b7 \u7528\u6237\u501f\u52a9\u96c5\u53ef\u6bd4\u900f\u955c\u89c2\u5bdfQwen\u63a8\u7406\u5faa\u73af\u7684&#8221;\u601d\u8003&#8221;\u5185\u5bb9<\/h3>\n<p>Reddit r\/LocalLLaMA\u7528\u6237\u79f0\uff0cMIT CSAIL\u6b64\u524d\u7528GPT-6 Astra\u7f16\u8f91Qwen3.5-0.8B\u7ea60.016%\u6743\u91cd\uff0c\u5c06MATH-500\u5f97\u5206\u4ece7.9%\u63d0\u5347\u523048.1%\uff0c\u5e76\u516c\u5f00diff\u3002\u8be5\u7528\u6237\u8fdb\u4e00\u6b65\u7528Anthropic\u7684\u96c5\u53ef\u6bd4\u900f\u955c\u89c2\u5bdf\u6a21\u578b\u8f93\u51fa&#8221;Wait&#8221;\u65f6\u7684\u5185\u90e8\u72b6\u6001\uff1a\u5728\u7ea660%\u6df1\u5ea6\u5904\u8bfb\u5230&#8221;Wrong&#8221;&#8221;Nope&#8221;&#8221;Hmm&#8221;\uff0c\u800c\u5728\u771f\u6b63\u505c\u6b62\u5904\u8bfb\u5230&#8221;&#8221;&#8221;Answer&#8221;&#8221;Output&#8221;\uff1b\u5e94\u7528\u7f16\u8f91\u540e\u540c\u4e00\u4f4d\u7f6e\u53d8\u4e3a&#8221;Verification&#8221;&#8221;Completion&#8221;&#8221;Result&#8221;\u3002\u7f16\u8f91\u540e\u7684\u6a21\u578b\u53ef\u8f6c\u4e3aGGUF\uff0c\u5728Q4_K_M\u91cf\u5316\u4e0b40\u6b21\u8fd0\u884c\u4ec5\u51fa\u73b01\u6b21\u5faa\u73af\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u4ee5\u53ef\u89e3\u91ca\u6027\u5de5\u5177\u89e3\u5256\u5c0f\u6a21\u578b\u63a8\u7406\u6b7b\u5faa\u73af\uff0c\u5e76\u9644\u4ee3\u7801\u4e0e\u6570\u636e\uff0c\u5bf9\u5173\u6ce8\u672c\u5730\u6a21\u578b\u8c03\u4f18\u7684\u8bfb\u8005\u6709\u53c2\u8003\u4ef7\u503c\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\uff1a8\/10<\/small><\/p>\n<ul>\n<li>Reddit \u00b7 <a href=\"https:\/\/www.reddit.com\/r\/LocalLLaMA\/comments\/1xms9ii\/what_qwen_is_thinking_when_it_gets_stuck_saying\/\" target=\"_blank\" rel=\"noopener noreferrer\">What Qwen is thinking when it gets stuck saying &#8220;Wait&#8221;<\/a> \u00b7 RSS \/ Atom \u8ba2\u9605\u6b63\u6587\u6216\u6458\u8981 \u00b7 2026-11-03<\/li>\n<\/ul>\n<h3>12 \u00b7 prompts.chat\uff1a\u793e\u533a\u5171\u4eab\u4e0e\u53d1\u73b0\u63d0\u793a\u8bcd\u7684\u5f00\u6e90\u9879\u76ee<\/h3>\n<p>GitHub\u4e0a\u7684prompts.chat\u4ed3\u5e93\u524d\u8eab\u4e3aAwesome ChatGPT Prompts\uff0c\u63d0\u4f9b\u793e\u533a\u63d0\u793a\u8bcd\u7684\u5206\u4eab\u3001\u53d1\u73b0\u548c\u6536\u85cf\u529f\u80fd\uff0c\u514d\u8d39\u4e14\u5f00\u6e90\uff0c\u5e76\u652f\u6301\u7ec4\u7ec7\u81ea\u6258\u7ba1\u4ee5\u4fdd\u969c\u9690\u79c1\u3002\u4ed3\u5e93\u6807\u7b7e\u5305\u62ecChatGPT\u3001\u63d0\u793a\u8bcd\u5de5\u7a0b\u3001LLM\u3001Next.js\u7b49\uff0c\u5f53\u524dStar\u6570\u4e3a175743\u3002\u8be5\u6570\u636e\u4e3a\u4ed3\u5e93\u603bStar\uff0c\u4e0d\u662f\u5f53\u65e5\u6da8\u661f\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u63d0\u793a\u8bcd\u8d44\u6e90\u4e0e\u81ea\u6258\u7ba1\u80fd\u529b\u5bf9AI\u5de5\u5177\u7528\u6237\u548c\u5185\u5bb9\u521b\u4f5c\u8005\u6709\u5b9e\u7528\u4ef7\u503c\u3002<\/p>\n<p><strong>\u70ed\u5ea6\u4f9d\u636e\uff1a<\/strong>Star 175,743\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>13 \u00b7 \u8c37\u6b4c\u7814\u7a76\u4eba\u5458\u8981\u6c42\u5c31AI\u98ce\u9669\u5bf9\u5916\u53d1\u58f0\u7684\u81ea\u7531<\/h3>\n<p>\u636eHacker News\u4e0a\u7684\u4e00\u9879\u8ba8\u8bba\uff0c\u8c37\u6b4c\u7814\u7a76\u4eba\u5458\u8981\u6c42\u83b7\u5f97\u81ea\u7531\uff0c\u4ee5\u4fbf\u5411\u5916\u754c\u8bf4\u660e\u4ed6\u4eec\u6240\u4e86\u89e3\u7684AI\u60c5\u51b5\u3002\u76f8\u5173\u8ba8\u8bba\u6e90\u4e8e\u300a\u534e\u76db\u987f\u90ae\u62a5\u300b\u5173\u4e8eDeepMind\u5458\u5de5\u6297\u8bae\u516c\u53f8\u7ec8\u8eab\u7981\u4ee4\u7684\u62a5\u9053\uff0c\u8be5\u7981\u4ee4\u4e0e\u6279\u8bc4\u516c\u53f8\u6709\u5173\u3002\u4e0d\u8fc7\u672c\u6279\u8d44\u6599\u53ea\u5305\u542bHacker News\u8ba8\u8bba\u6807\u9898\u3001\u8bc4\u8bba\u6570\u548c\u79ef\u5206\uff0c\u6ca1\u6709\u5916\u94fe\u5168\u6587\uff0c\u4e5f\u6ca1\u6709\u5185\u90e8\u653f\u7b56\u6216\u516c\u53f8\u56de\u5e94\u7b49\u7ec6\u8282\uff0c\u56e0\u6b64\u4e8b\u4ef6\u7684\u5177\u4f53\u7ecf\u8fc7\u4ecd\u5f85\u6838\u5b9e\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u76f4\u63a5\u6d89\u53ca\u5934\u90e8AI\u5b9e\u9a8c\u5ba4\u7684\u5185\u90e8\u8a00\u8bba\u7a7a\u95f4\uff0c\u4e0eAI\u884c\u4e1a\u8d44\u8baf\u5173\u6ce8\u8005\u76f8\u5173\u3002<\/p>\n<p><strong>\u70ed\u5ea6\u4f9d\u636e\uff1a<\/strong>\u8bc4\u8bba 103 \u00b7 \u79ef\u5206 90\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=50355504\" target=\"_blank\" rel=\"noopener noreferrer\">Google researchers demand freedom to tell the world what they know about AI<\/a> \u00b7 HN \u641c\u7d22\u5019\u9009\u53ca\u516c\u5f00\u8bc4\u8bba \/ \u79ef\u5206\uff0c\u4e0d\u662f\u5916\u94fe\u5168\u6587 \u00b7 2026-11-03 \u00b7 <a href=\"https:\/\/www.washingtonpost.com\/technology\/2026\/11\/03\/google-deepmind-staff-protest-lifetime-ban-criticizing-company\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u6295\u7a3f\u5916\u94fe<\/a><\/li>\n<\/ul>\n<h3>14 \u00b7 llama.cpp\u5408\u5e76Gemma E2B\/E4B\u56fe\u4f18\u5316\uff0c\u63d0\u5347\u63d0\u793a\u5904\u7406\u901f\u5ea6<\/h3>\n<p>Reddit r\/LocalLLaMA\u5e16\u5b50\u6307\u5411ggml-org\/llama.cpp\u7684Pull Request #31356\uff0c\u4f5c\u8005max-krasnyansky\u63d0\u4ea4\u7684\u6539\u52a8\u6807\u9898\u4e3a&#8221;gemma4: graph optimizations (massive gains on pp for E2B and E4B)&#8221;\uff0c\u6295\u7a3f\u63cf\u8ff0\u79f0\u8be5\u6539\u52a8\u4e3aGemma E2B\/E4B\u5e26\u6765\u5927\u5e45\u63d0\u793a\u5904\u7406\uff08pp\uff09\u901f\u5ea6\u63d0\u5347\u3002\u8d44\u6599\u672a\u7ed9\u51fa\u5177\u4f53\u57fa\u51c6\u6570\u503c\u3001\u5408\u5e76\u72b6\u6001\u6216\u6d4b\u8bd5\u73af\u5883\uff0c\u9700\u4ee5\u9879\u76ee\u4ee3\u7801\u4e0e\u8bc4\u5ba1\u8bb0\u5f55\u4e3a\u51c6\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u672c\u5730\u63a8\u7406\u6846\u67b6\u9488\u5bf9Gemma\u5c0f\u6a21\u578b\u7684\u6027\u80fd\u4f18\u5316\uff0c\u5f71\u54cdllama.cpp\u7528\u6237\u7684\u5b9e\u9645\u4f7f\u7528\u4f53\u9a8c\u3002<\/p>\n<p><strong>\u70ed\u5ea6\u4f9d\u636e\uff1a<\/strong>\u5e73\u53f0\u699c\u5355\u5019\u9009\u7b2c 8 \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\/1xn6mm0\/gemma4_graph_optimizations_massive_gains_on_pp\/\" target=\"_blank\" rel=\"noopener noreferrer\">gemma4: graph optimizations (massive gains on pp for E2B and E4B) by max-krasnyansky \u00b7 Pull Request #31356 \u00b7 ggml-org\/llama.cpp<\/a> \u00b7 RSS \/ Atom \u8ba2\u9605\u6b63\u6587\u6216\u6458\u8981 \u00b7 2026-11-03<\/li>\n<\/ul>\n<h3>15 \u00b7 Dify\uff1a\u6784\u5efa\u4ee3\u7406\u5f0f\u5de5\u4f5c\u6d41\u4e0eRAG\u6d41\u7a0b\u7684\u534f\u4f5c\u5e73\u53f0<\/h3>\n<p>GitHub\u4e0a\u7684langgenius\/dify\u4ed3\u5e93\u4ecb\u7ecd\uff0c\u8be5\u5e73\u53f0\u53ef\u5728\u7edf\u4e00\u534f\u4f5c\u5de5\u4f5c\u533a\u4e2d\u6784\u5efa\u4ee3\u7406\u5f0f\u5de5\u4f5c\u6d41\u548cRAG\u6d41\u7a0b\uff0c\u652f\u6301\u591a\u79cdAI\u6a21\u578b\u4e0e\u5de5\u5177\uff0c\u5e76\u53ef\u5728\u4e91\u7aef\u3001VPC\u6216\u81ea\u6258\u7ba1\u73af\u5883\u90e8\u7f72\uff0c\u8ba9\u56e2\u961f\u4ece\u539f\u578b\u63a8\u8fdb\u5230\u751f\u4ea7\u800c\u65e0\u9700\u91cd\u5efa\u6280\u672f\u6808\u3002\u4ed3\u5e93\u6807\u7b7e\u6db5\u76d6\u4ee3\u7406\u5f0fAI\u3001\u5de5\u4f5c\u6d41\u3001\u4f4e\u4ee3\u7801\u3001MCP\u7b49\uff0c\u5f53\u524dStar\u6570\u4e3a160375\u3002\u8be5\u6570\u5b57\u4e3a\u4ed3\u5e93\u603bStar\uff0c\u4e0d\u662f\u5f53\u65e5\u6da8\u661f\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>Dify\u8986\u76d6\u4ece\u539f\u578b\u5230\u751f\u4ea7\u7684AI\u5e94\u7528\u6784\u5efa\u6d41\u7a0b\uff0c\u662fAI\u5de5\u5177\u4e0e\u526f\u4e1a\u843d\u5730\u573a\u666f\u7684\u53c2\u8003\u9879\u76ee\u3002<\/p>\n<p><strong>\u70ed\u5ea6\u4f9d\u636e\uff1a<\/strong>Star 160,375\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 2026-11-04<\/li>\n<\/ul>\n<h3>16 \u00b7 \u8bc4\u8bba\u6587\u7ae0\u8b66\u544aAI\u6295\u8d44\u70ed\u6f6e\u53ef\u80fd\u57cb\u4e0b\u91d1\u878d\u5371\u673a\u79cd\u5b50<\/h3>\n<p>\u636eHacker News\u4e0a\u7684\u4e00\u9879\u8ba8\u8bba\uff0c\u300a\u5f6d\u535a\u89c2\u70b9\u300b\u4e00\u7bc7\u8bc4\u8bba\u6587\u7ae0\u63d0\u51fa\uff0cAI\u6295\u8d44\u70ed\u6f6e\u53ef\u80fd\u6b63\u5728\u57cb\u4e0b\u53e6\u4e00\u573a\u91d1\u878d\u5371\u673a\u7684\u79cd\u5b50\uff0c\u5e76\u547c\u5401\u52a0\u5f3a\u91d1\u878d\u76d1\u7ba1\u3002\u8be5\u8ba8\u8bba\u83b7\u5f9773\u5206\u300176\u6761\u8bc4\u8bba\uff0c\u4f46\u8d44\u6599\u4e2d\u53ea\u6709\u8ba8\u8bba\u6807\u9898\u4e0e\u539f\u59cb\u6587\u7ae0\u94fe\u63a5\uff0c\u6ca1\u6709\u6587\u7ae0\u6b63\u6587\u3001\u6570\u636e\u6216\u8bba\u8bc1\u7ec6\u8282\uff0c\u65e0\u6cd5\u6838\u5b9e\u5177\u4f53\u98ce\u9669\u6307\u6807\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u628aAI\u70ed\u6f6e\u4e0e\u5b8f\u89c2\u91d1\u878d\u98ce\u9669\u8054\u7cfb\u8d77\u6765\uff0c\u5c5e\u4e8eAI\u884c\u4e1a\u4e0e\u5168\u7403\u7ecf\u6d4e\u4ea4\u53c9\u8bae\u9898\u3002<\/p>\n<p><strong>\u70ed\u5ea6\u4f9d\u636e\uff1a<\/strong>\u8bc4\u8bba 76 \u00b7 \u79ef\u5206 73\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=50358414\" target=\"_blank\" rel=\"noopener noreferrer\">The AI Boom May Be Sowing Seeds of Another Financial Crisis<\/a> \u00b7 HN \u641c\u7d22\u5019\u9009\u53ca\u516c\u5f00\u8bc4\u8bba \/ \u79ef\u5206\uff0c\u4e0d\u662f\u5916\u94fe\u5168\u6587 \u00b7 2026-11-03 \u00b7 <a href=\"https:\/\/www.bloomberg.com\/opinion\/articles\/2026-11-03\/ai-investment-boom-demands-stronger-financial-oversight\" target=\"_blank\" rel=\"noopener noreferrer\">\u6295\u7a3f\u5916\u94fe<\/a><\/li>\n<\/ul>\n<h3>17 \u00b7 \u793e\u533a\u8ba8\u8bba 8-35B \u8303\u56f4\u662f\u5426\u6709\u6a21\u578b\u53d6\u4ee3 Qwen 27B<\/h3>\n<p>Reddit \u7528\u6237\u53d1\u5e16\u8be2\u95ee\uff0c\u5728 AI \u6a21\u578b 8-35B \u53c2\u6570\u8303\u56f4\u5185\uff0c\u8fd1\u671f\u662f\u5426\u51fa\u73b0\u80fd\u53d6\u4ee3 Qwen 3.8 27B \u7684\u65b0\u6a21\u578b\u3002\u5e16\u5b50\u63cf\u8ff0\u81ea\u5df1\u6570\u5468\u672a\u8ddf\u8fdb\u52a8\u6001\uff0c\u60f3\u4e86\u89e3\u540c\u7c7b\u672c\u5730\u6a21\u578b\u7684\u66f4\u65b0\u60c5\u51b5\u3002\u8d44\u6599\u4ec5\u63d0\u4f9b\u63d0\u95ee\u6b63\u6587\uff0c\u672a\u9644\u793e\u533a\u56de\u590d\u6216\u8bc4\u6d4b\u7ed3\u679c\uff0c\u56e0\u6b64\u65e0\u6cd5\u786e\u8ba4\u66ff\u4ee3\u5173\u7cfb\u6216\u6a21\u578b\u8868\u73b0\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u53cd\u6620\u672c\u5730\u6a21\u578b\u7528\u6237\u5bf9 8-35B \u4e3b\u529b\u6a21\u578b\u66f4\u65b0\u6362\u4ee3\u7684\u5173\u6ce8\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\uff1a5\/10<\/small><\/p>\n<ul>\n<li>Reddit \u00b7 <a href=\"https:\/\/www.reddit.com\/r\/LocalLLaMA\/comments\/1xms6eq\/is_qwen_38_27b_still_the_king\/\" target=\"_blank\" rel=\"noopener noreferrer\">Is Qwen 3.8 27B still the king<\/a> \u00b7 RSS \/ Atom \u8ba2\u9605\u6b63\u6587\u6216\u6458\u8981 \u00b7 2026-11-03<\/li>\n<\/ul>\n<h3>18 \u00b7 Open WebUI\uff1a\u652f\u6301Ollama\u4e0eOpenAI API\u7684\u81ea\u6258\u7ba1AI\u754c\u9762<\/h3>\n<p>GitHub\u4e0a\u7684open-webui\u4ed3\u5e93\u4ecb\u7ecd\uff0c\u8fd9\u662f\u4e00\u4e2a\u7528\u6237\u53cb\u597d\u7684AI\u754c\u9762\uff0c\u652f\u6301Ollama\u3001OpenAI API\u7b49\uff0c\u6807\u7b7e\u6db5\u76d6LLM\u754c\u9762\u3001RAG\u3001\u81ea\u6258\u7ba1\u3001MCP\u7b49\uff0c\u5f53\u524dStar\u6570\u4e3a157718\u3002\u8be5\u6570\u636e\u4e3a\u4ed3\u5e93\u603bStar\uff0c\u5e76\u975e\u5f53\u65e5\u65b0\u589e\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u81ea\u6258\u7ba1AI\u754c\u9762\u964d\u4f4e\u4e86\u672c\u5730\u6a21\u578b\u4e0eAPI\u7684\u4f7f\u7528\u95e8\u69db\uff0c\u9002\u5408\u5173\u6ce8AI\u5de5\u5177\u90e8\u7f72\u7684\u7528\u6237\u3002<\/p>\n<p><strong>\u70ed\u5ea6\u4f9d\u636e\uff1a<\/strong>Star 157,718\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 2026-11-04<\/li>\n<\/ul>\n<h3>19 \u00b7 Hacker News\u70ed\u8bae\u751f\u6210\u5f0fAI\u6570\u5b66\u57fa\u7840\u5165\u95e8\u4e66<\/h3>\n<p>Hacker News\u4e0a\u4e00\u6761\u8ba8\u8bba\u63a8\u8350\u300aThe Little Book of Generative AI Foundations: An Intuitive Mathematical Primer\u300b\uff0c\u6307\u5411arXiv\u4e0a\u7684\u4e00\u7bc7\u8d44\u6599\uff0c\u8ba8\u8bba\u83b7\u5f97328\u5206\u300150\u6761\u8bc4\u8bba\u3002\u5e16\u5b50\u6807\u9898\u8868\u660e\u5176\u76ee\u6807\u662f\u76f4\u89c2\u8bb2\u89e3\u751f\u6210\u5f0fAI\u7684\u6570\u5b66\u57fa\u7840\u3002\u672c\u6279\u8d44\u6599\u6ca1\u6709\u8bba\u6587\u6458\u8981\u6216\u4e66\u7c4d\u6b63\u6587\uff0c\u65e0\u6cd5\u4ecb\u7ecd\u5177\u4f53\u7ae0\u8282\u3001\u4f5c\u8005\u7ed3\u8bba\u6216\u6559\u5b66\u6548\u679c\uff0c\u4ec5\u80fd\u786e\u8ba4\u5176\u4f5c\u4e3a\u5b66\u4e60\u8d44\u6e90\u53d7\u5230\u8ba8\u8bba\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u9762\u5411\u751f\u6210\u5f0fAI\u57fa\u7840\u6570\u5b66\u7684\u5165\u95e8\u6750\u6599\uff0c\u4e0eAI\u6559\u80b2\u548c\u81ea\u5b66\u9700\u6c42\u76f8\u5173\u3002<\/p>\n<p><strong>\u70ed\u5ea6\u4f9d\u636e\uff1a<\/strong>\u8bc4\u8bba 50 \u00b7 \u79ef\u5206 328\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=50358582\" target=\"_blank\" rel=\"noopener noreferrer\">The Little Book of Generative AI Foundations: An Intuitive Mathematical Primer<\/a> \u00b7 HN \u641c\u7d22\u5019\u9009\u53ca\u516c\u5f00\u8bc4\u8bba \/ \u79ef\u5206\uff0c\u4e0d\u662f\u5916\u94fe\u5168\u6587 \u00b7 2026-11-03 \u00b7 <a href=\"https:\/\/arxiv.org\/abs\/2605.29713\" target=\"_blank\" rel=\"noopener noreferrer\">\u6295\u7a3f\u5916\u94fe<\/a><\/li>\n<\/ul>\n<h3>20 \u00b7 \u8bba\u6587\u79f0\u524d\u6cbf\u5927\u6a21\u578b\u53ef\u76f4\u63a5\u8bfb\u5199\u795e\u7ecf\u7f51\u7edc\u6743\u91cd<\/h3>\n<p>Reddit \u7684 r\/LocalLLaMA \u5206\u4eab\u4e00\u7bc7\u8bba\u6587\uff0c\u63d0\u51fa\u201c\u6743\u91cd\u7a7a\u95f4\u7f16\u7a0b\u201d\uff1a\u524d\u6cbf\u5927\u6a21\u578b\u53ef\u539f\u751f\u8bfb\u53d6\u5e76\u7f16\u8f91\u795e\u7ecf\u7f51\u7edc\u6743\u91cd\u3002\u6458\u79f0 GPT-6 Astra \u4ec5\u770b\u539f\u59cb\u6743\u91cd\u5c31\u80fd\u5224\u65ad\u7f51\u7edc\u8bad\u7ec3\u76ee\u6807\uff0c\u5e76\u5728\u65e0\u73af\u5883\u53cd\u9988\u4e0b\u4ece\u96f6\u5199\u51fa\u5c0f\u578b\u6e38\u620f\u7f51\u7edc\uff0c\u8868\u73b0\u4f18\u4e8e PPO \u8bad\u7ec3 1 \u4ebf\u6b65\u7684\u7f51\u7edc\u3002\u5b83\u8fd8\u88ab\u7528\u4e8e\u4fee\u6539 Qwen3.5-0.8B \u4e2d 0.016% \u6743\u91cd\uff0c\u636e\u79f0\u5c06 MATH-500 \u4ece 7.9% \u63d0\u81f3 48.1%\uff0c\u5e76\u63d0\u5347 IFEval\u3002\u4f5c\u8005\u79f0\u8be5\u65b9\u6cd5\u4ecd\u53d7\u4e0a\u4e0b\u6587\u957f\u5ea6\u4e0e\u5de5\u5177\u94fe\u6548\u7387\u9650\u5236\uff0c\u4f46\u6709\u671b\u7528\u4e8e\u53ef\u89e3\u91ca\u6027\u4e0e\u4f18\u5316\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u82e5\u7ed3\u679c\u6210\u7acb\uff0cLLM \u6216\u80fd\u7ed5\u8fc7\u4f20\u7edf\u68af\u5ea6\u8bad\u7ec3\u76f4\u63a5\u4fee\u6539\u6a21\u578b\u6743\u91cd\uff0c\u503c\u5f97\u7814\u7a76\u8005\u6838\u67e5\u3002<\/p>\n<p><strong>\u70ed\u5ea6\u4f9d\u636e\uff1a<\/strong>\u5e73\u53f0\u699c\u5355\u5019\u9009\u7b2c 10 \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\/1xmo5xu\/paper_sparks_of_weightspace_programming_llms_can\/\" target=\"_blank\" rel=\"noopener noreferrer\">[Paper] Sparks of Weight-Space Programming: LLMs can natively read &amp; write neural network weights<\/a> \u00b7 RSS \/ Atom \u8ba2\u9605\u6b63\u6587\u6216\u6458\u8981 \u00b7 2026-11-03<\/li>\n<\/ul>\n<h2>\u6700\u65b0\u6d88\u606f<\/h2>\n<h3>21 \u00b7 Anthropic \u7814\u53d1 FlashProve \u4ee5\u9a8c\u8bc1 AI \u6a21\u578b\u8eab\u4efd<\/h3>\n<p>\u636e TechCrunch 11 \u6708 3 \u65e5\u62a5\u9053\uff0cAnthropic \u6b63\u5728\u5f00\u53d1\u540d\u4e3a FlashProve \u7684\u7cfb\u7edf\uff0c\u65e8\u5728\u8ba9\u4efb\u4f55\u4eba\u90fd\u80fd\u6838\u67e5\u67d0\u6761 AI \u56de\u590d\u662f\u5426\u786e\u5b9e\u6765\u81ea\u5b83\u6240\u58f0\u79f0\u7684\u6a21\u578b\u3002\u8be5\u7cfb\u7edf\u9488\u5bf9\u6a21\u578b\u8eab\u4efd\u5192\u7528\u4e0e\u56de\u590d\u6eaf\u6e90\u95ee\u9898\uff0c\u76ee\u524d\u62a5\u9053\u4ec5\u62ab\u9732\u540d\u79f0\u4e0e\u7528\u9014\uff0c\u672a\u7ed9\u51fa\u4e0a\u7ebf\u65f6\u95f4\u6216\u6280\u672f\u7ec6\u8282\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u6a21\u578b\u8eab\u4efd\u9a8c\u8bc1\u76f4\u63a5\u5173\u7cfb AI \u5185\u5bb9\u53ef\u4fe1\u5ea6\u4e0e\u5e73\u53f0\u8d23\u4efb\u754c\u5b9a\uff0c\u662f\u884c\u4e1a\u57fa\u7840\u8bbe\u65bd\u5c42\u9762\u7684\u52a8\u5411\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>RSS \/ \u6d77\u5916\u79d1\u6280 \u00b7 <a href=\"https:\/\/techcrunch.com\/2026\/11\/03\/anthropic-is-working-on-a-system-to-prove-ai-models-identity\/\" target=\"_blank\" rel=\"noopener noreferrer\">Anthropic is working on a system to prove AI models\u2019 identity<\/a> \u00b7 RSS \/ Atom \u8ba2\u9605\u6b63\u6587\u6216\u6458\u8981 \u00b7 2026-11-03<\/li>\n<\/ul>\n<h3>22 \u00b7 \u5f00\u53d1\u8005\u53d1\u5e03\u9762\u5411 AI \u52a9\u624b\u7684\u5929\u6c14\u6570\u636e MCP \u670d\u52a1<\/h3>\n<p>Hacker News \u51fa\u73b0\u4e00\u5219 Show HN \u6295\u7a3f\uff0c\u4ecb\u7ecd Meteosource MCP server\uff0c\u4e3a AI \u52a9\u624b\u63d0\u4f9b\u5929\u6c14\u6570\u636e\u3002\u8be5\u6295\u7a3f\u5728 HN \u83b7\u5f97 1 \u5206\u30011 \u6761\u8bc4\u8bba\uff0c\u94fe\u63a5\u6307\u5411\u5176\u7ad9\u70b9\uff0c\u4f46\u8d44\u6599\u4ec5\u4e3a\u6295\u7a3f\u5143\u6570\u636e\uff0c\u672a\u5305\u542b\u529f\u80fd\u7ec6\u8282\u3001\u6570\u636e\u6765\u6e90\u6216\u53ef\u7528\u6027\u9a8c\u8bc1\uff0c\u4e0d\u80fd\u89c6\u4e3a\u5df2\u8bfb\u5168\u6587\u6216\u9879\u76ee\u5df2\u83b7\u5e7f\u6cdb\u8ba4\u53ef\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>MCP \u751f\u6001\u6301\u7eed\u5411\u5782\u76f4\u6570\u636e\u6e90\u6269\u5c55\uff0c\u5929\u6c14\u6570\u636e\u63a5\u5165\u662f AI \u52a9\u624b\u5de5\u5177\u5316\u7684\u4e00\u4e2a\u6837\u4f8b\u3002<\/p>\n<p><strong>\u70ed\u5ea6\u4f9d\u636e\uff1a<\/strong>\u8bc4\u8bba 1 \u00b7 \u79ef\u5206 1\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\uff1a5\/10<\/small><\/p>\n<ul>\n<li>Hacker News \u00b7 <a href=\"https:\/\/news.ycombinator.com\/item?id=50362615\" target=\"_blank\" rel=\"noopener noreferrer\">Show HN: Meteosource MCP server, weather data for AI assistants<\/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:\/\/mcp.meteosource.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u6295\u7a3f\u5916\u94fe<\/a><\/li>\n<\/ul>\n<h3>23 \u00b7 Reddit \u8ba8\u8bba Muse Spark \u5f00\u6e90\u8bb8\u53ef\uff1a\u5546\u7528\u4e0e\u84b8\u998f\u9700\u6ce8\u610f\u5f52\u5c5e\u548c\u8425\u6536\u6761\u6b3e<\/h3>\n<p>Reddit r\/LocalLLaMA \u7528\u6237\u63d0\u9192\uff0cMuse Spark Open \u867d\u5f00\u653e\u6743\u91cd\uff0c\u4f46\u8bb8\u53ef\u8bc1\u8981\u6c42\u5728\u4ea7\u54c1\u3001\u6587\u6863\u6216\u8bbe\u7f6e\u83dc\u5355\u4e2d\u663e\u793a\u201cBuilt with Muse Spark Open\u201d\uff1b\u8fc7\u53bb12\u4e2a\u6708\u8425\u6536\u8d852000\u4e07\u7f8e\u5143\u7684\u516c\u53f8\u82e5\u5c06\u5176\u4f5c\u4e3a\u6a21\u578b\u5373\u670d\u52a1\u63d0\u4f9b\uff0c\u987b\u4e0e Meta \u5355\u72ec\u7b7e\u7ea6\u3002\u5e16\u5b50\u8fd8\u79f0\uff0c\u7528 Muse \u8f93\u51fa\u8bad\u7ec3\u6216\u84b8\u998f\u7684\u6a21\u578b\u88ab\u89c6\u4e3a\u884d\u751f\u4f5c\u54c1\uff0c\u987b\u9075\u5b88\u540c\u6837\u5f52\u5c5e\u89c4\u5219\uff1b\u5185\u90e8\u4f7f\u7528\u548c\u5d4c\u5165\u81ea\u6709\u5e94\u7528\uff08\u975e MaaS\uff09\u4e0d\u53d7\u8425\u6536\u6761\u6b3e\u7ea6\u675f\u3002\u5e16\u5b50\u540c\u65f6\u63d0\u5230\u540c\u5468\u5176\u4ed6\u6a21\u578b\u8bb8\u53ef\u66f4\u5bbd\u677e\uff1a1017 \u4e3a MIT\uff0c\u82f1\u4f1f\u8fbe\u65b0\u5d4c\u5165\u6a21\u578b\u4e3a OpenMDW \u4e14\u5141\u8bb8\u5546\u7528\u3002\u4e0a\u8ff0\u8bf4\u6cd5\u6765\u81ea\u7528\u6237\u5e16\uff0c\u975e\u5b98\u65b9\u8bb8\u53ef\u89e3\u8bfb\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u6d89\u53ca\u5f00\u6e90\u5927\u6a21\u578b\u8bb8\u53ef\u4e2d\u5e38\u88ab\u5ffd\u89c6\u7684\u5546\u7528\u4e0e\u84b8\u998f\u6761\u6b3e\uff0c\u5bf9\u672c\u5730\u6a21\u578b\u90e8\u7f72\u548c\u4ea7\u54c1\u5316\u6709\u53c2\u8003\u610f\u4e49\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\uff1a7\/10<\/small><\/p>\n<ul>\n<li>Reddit \u00b7 <a href=\"https:\/\/www.reddit.com\/r\/LocalLLaMA\/comments\/1xnis75\/read_the_muse_spark_open_license_before_wiring_it\/\" target=\"_blank\" rel=\"noopener noreferrer\">Read the muse spark open license before wiring it into anything<\/a> \u00b7 RSS \/ Atom \u8ba2\u9605\u6b63\u6587\u6216\u6458\u8981 \u00b7 2026-11-04<\/li>\n<\/ul>\n<h3>24 \u00b7 Poundland\u4f9b\u5e94\u5546\u8b66\u544a\uff1a\u96f6\u552e\u5546\u82e5\u5012\u95ed\u5c06\u635f\u5931\u6570\u767e\u4e07<\/h3>\n<p>BBC\u62a5\u9053\uff0c\u82f1\u56fd\u6298\u6263\u96f6\u552e\u5546Poundland\u7684\u4e00\u5bb6\u4f9b\u5e94\u5546\u8868\u793a\uff0c\u82e5Poundland\u5012\u95ed\uff0c\u8be5\u4f9b\u5e94\u5546\u5c06\u635f\u5931\u6570\u767e\u4e07\uff1b\u5176\u4ed6\u4f9b\u5e94\u5546\u4e5f\u79f0\u81ea\u8eab\u53ef\u80fd\u968f\u4e4b\u7834\u4ea7\u3002\u62a5\u9053\u805a\u7126\u4f9b\u5e94\u5546\u5bf9\u96f6\u552e\u5546\u7ecf\u8425\u98ce\u9669\u7684\u655e\u53e3\uff0c\u672a\u7ed9\u51faPoundland\u8d22\u52a1\u72b6\u51b5\u7684\u5177\u4f53\u6570\u636e\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u96f6\u552e\u8fde\u9501\u7ecf\u8425\u5371\u673a\u4f1a\u6cbf\u4f9b\u5e94\u94fe\u4f20\u5bfc\uff0c\u6d89\u53ca\u5c31\u4e1a\u4e0e\u4e2d\u5c0f\u4f01\u4e1a\u98ce\u9669\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>\u6d77\u5916\u8d22\u7ecf\u65b0\u95fb \u00b7 <a href=\"https:\/\/www.bbc.co.uk\/news\/articles\/ck240mm3e42do?at_campaign=rss&amp;at_medium=RSS\" target=\"_blank\" rel=\"noopener noreferrer\">Poundland supplier &#8216;will lose millions&#8217; if retailer collapses<\/a> \u00b7 RSS \/ Atom \u8ba2\u9605\u6b63\u6587\u6216\u6458\u8981 \u00b7 2026-11-04<\/li>\n<\/ul>\n<h3>25 \u00b7 \u6570\u636e\u4e2d\u5fc3\u56e0\u5e76\u7f51\u6392\u961f\u8f6c\u5411\u9000\u5f79\u55b7\u6c14\u53d1\u52a8\u673a\u4f9b\u7535<\/h3>\n<p>TechCrunch 11 \u6708 3 \u65e5\u62a5\u9053\uff0c\u63a5\u5165\u7535\u7f51\u548c\u65b0\u6da1\u8f6e\u673a\u9700\u7b49\u5f85\u6570\u5e74\uff0c\u4fc3\u4f7f\u6570\u636e\u4e2d\u5fc3\u5efa\u8bbe\u65b9\u91c7\u7528\u4e00\u79cd\u6548\u7387\u66f4\u4f4e\u3001\u66f4\u4e0d\u73af\u4fdd\u7684\u66ff\u4ee3\u65b9\u6848\uff1a\u66fe\u88ab\u6dd8\u6c70\u7684\u55b7\u6c14\u53d1\u52a8\u673a\u3002\u62a5\u9053\u5c06\u8fd9\u4e00\u73b0\u8c61\u5f52\u56e0\u4e8e AI \u7b97\u529b\u6269\u5f20\u5e26\u6765\u7684\u7535\u529b\u74f6\u9888\uff0c\u4f46\u672a\u62ab\u9732\u91c7\u7528\u89c4\u6a21\u3001\u6210\u672c\u6216\u6392\u653e\u6570\u636e\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u53cd\u6620 AI \u7b97\u529b\u6269\u5f20\u4e0e\u7535\u529b\u4f9b\u7ed9\u4e4b\u95f4\u7684\u73b0\u5b9e\u77db\u76fe\uff0c\u4ee5\u53ca\u7531\u6b64\u4ea7\u751f\u7684\u975e\u5e38\u89c4\u80fd\u6e90\u9009\u62e9\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>RSS \/ \u6d77\u5916\u79d1\u6280 \u00b7 <a href=\"https:\/\/techcrunch.com\/2026\/11\/03\/data-centers-are-turning-to-old-jet-engines-as-the-wait-for-power-grows\/\" target=\"_blank\" rel=\"noopener noreferrer\">Data centers are turning to old jet engines as the wait for power grows<\/a> \u00b7 RSS \/ Atom \u8ba2\u9605\u6b63\u6587\u6216\u6458\u8981 \u00b7 2026-11-03<\/li>\n<\/ul>\n<h3>26 \u00b7 r\/LocalLLaMA \u8ba8\u8bba\u591a\u5361\u672c\u5730\u63a8\u7406\uff1a\u662f\u5426\u5408\u5e76\u5230 EPYC \u5e73\u53f0<\/h3>\n<p>Reddit \u7528\u6237\u4e3a\u672c\u5730\u63a8\u7406\u96c6\u7fa4\u505a\u957f\u671f\u89c4\u5212\uff0c\u73b0\u6709\u591a\u53f0\u673a\u5668\u548c 7 \u5757 GPU\uff0c\u5408\u8ba1 132GB \u663e\u5b58\uff0c\u4e3b\u8981\u8fd0\u884c STRATA\u3001vLLM \u7b49\u667a\u80fd\u4f53\u7f16\u7801\u4e0e\u591a\u6a21\u578b\u5e76\u884c\u4efb\u52a1\u3002\u4e24\u79cd\u65b9\u6848\uff1a\u91c7\u8d2d SP3 \u4e3b\u677f\u3001128\u2013256GB ECC \u5185\u5b58\u548c\u8f6c\u63a5\u5361\uff0c\u628a\u5168\u90e8 GPU \u6574\u5408\u5230 EPYC 7302P \u5355\u673a\uff1b\u6216\u7ee7\u7eed\u7528 X570 \u4e0e B460 \u4e24\u53f0\u6d88\u8d39\u7ea7\u5e73\u53f0\u5206\u8f7d\u3002\u53d1\u5e16\u8005\u4f30\u7b97 EPYC \u65b9\u6848\u7ea6\u9700 2500\u20133000 \u7f8e\u5143\u3002\u5e16\u5b50\u8be2\u95ee 7302P \u662f\u5426\u4f1a\u9650\u5236\u591a\u6a21\u578b\u5e76\u53d1\u4e0e MoE CPU \u5378\u8f7d\u3001\u5927\u5bb9\u91cf\u5185\u5b58\u5bf9\u63a8\u7406\u662f\u5426\u6709\u5b9e\u9645\u6536\u76ca\uff0c\u4ee5\u53ca\u5982\u4f55\u5206\u914d 3090 \u4e0e 3060\u3002\u5e16\u5b50\u5c1a\u65e0\u660e\u786e\u7ed3\u8bba\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u53cd\u6620\u672c\u5730 AI \u63a8\u7406\u786c\u4ef6\u9009\u578b\u4e2d\u7684\u6210\u672c\u4e0e\u6027\u80fd\u6743\u8861\uff0c\u9002\u5408\u5173\u6ce8\u81ea\u5efa\u63a8\u7406\u96c6\u7fa4\u7684\u8bfb\u8005\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\/1xnibe1\/4x_rtx_3090_3x_rtx_3060_for_local_inference_long\/\" target=\"_blank\" rel=\"noopener noreferrer\">4x RTX 3090 + 3x RTX 3060 for local inference long term &#8211; EPYC, Threadripper or my existing X570?<\/a> \u00b7 RSS \/ Atom \u8ba2\u9605\u6b63\u6587\u6216\u6458\u8981 \u00b7 2026-11-04<\/li>\n<\/ul>\n<h3>27 \u00b7 \u53d7\u5929\u6c14\u53d8\u5316\u5f71\u54cd\uff0cKellogg&#8217;s Rice Krispies\u914d\u65b9\u4e0d\u518d\u4f7f\u7528\u7c73\u7c92<\/h3>\n<p>BBC\u62a5\u9053\uff0c\u53d7\u5929\u6c14\u53d8\u5316\u5f71\u54cd\uff0cKellogg&#8217;s Rice Krispies\u8c03\u6574\u914d\u65b9\uff0c\u4ea7\u54c1\u4e0d\u518d\u4f7f\u7528\u7c73\u7c92\uff0c\u65b0\u914d\u65b9\u5305\u88c5\u5c06\u6807\u6ce8\u201c\u542b\u5c0f\u9ea6\u9eb8\u8d28\u201d\u8b66\u544a\u3002\u62a5\u9053\u672a\u8bf4\u660e\u914d\u65b9\u8c03\u6574\u7684\u5177\u4f53\u6210\u672c\u4e0e\u4e0a\u5e02\u8303\u56f4\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u6c14\u5019\u53d8\u5316\u5bf9\u98df\u54c1\u539f\u6599\u4e0e\u914d\u65b9\u7684\u5f71\u54cd\u8fdb\u5165\u65e5\u5e38\u6d88\u8d39\u54c1\uff0c\u503c\u5f97\u5173\u6ce8\u4f9b\u5e94\u94fe\u4e0e\u8fc7\u654f\u539f\u6807\u8bc6\u53d8\u5316\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\/cqvg0y44ym7vo?at_campaign=rss&amp;at_medium=RSS\" target=\"_blank\" rel=\"noopener noreferrer\">No more rice grains in Kellogg&#8217;s Rice Krispies due to changing weather<\/a> \u00b7 RSS \/ Atom \u8ba2\u9605\u6b63\u6587\u6216\u6458\u8981 \u00b7 2026-11-04<\/li>\n<\/ul>\n<h3>28 \u00b7 Ballistic Ventures \u62df\u52df\u8d44 4.9 \u4ebf\u7f8e\u5143\u52a0\u7801\u7f51\u7edc\u5b89\u5168<\/h3>\n<p>TechCrunch 11 \u6708 3 \u65e5\u62a5\u9053\uff0c\u4e13\u6ce8\u7f51\u7edc\u5b89\u5168\u7684 Ballistic Ventures \u8ba1\u5212\u4e3a\u65b0\u7684\u65d7\u8230\u57fa\u91d1\u52df\u96c6 3.6 \u4ebf\u7f8e\u5143\uff0c\u5e76\u4e3a\u53e6\u4e00\u53ea\u72ec\u7acb\u6295\u8d44\u8f7d\u4f53\u518d\u52df 1.3 \u4ebf\u7f8e\u5143\uff0c\u5408\u8ba1 4.9 \u4ebf\u7f8e\u5143\u3002\u62a5\u9053\u5c06\u52df\u8d44\u7f6e\u4e8e AI \u9a71\u52a8\u7f51\u7edc\u5b89\u5168\u9700\u6c42\u4e0a\u5347\u7684\u80cc\u666f\u4e0b\uff0c\u672a\u62ab\u9732\u6700\u7ec8\u52df\u96c6\u7ed3\u679c\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u4f53\u73b0 AI \u5b89\u5168\u9700\u6c42\u5347\u6e29\u4e0b\uff0c\u5782\u76f4\u8d5b\u9053\u98ce\u6295\u7684\u52df\u8d44\u8282\u594f\u4e0e\u8d44\u91d1\u914d\u7f6e\u65b9\u5411\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:\/\/techcrunch.com\/2026\/11\/03\/ted-schleins-ballistic-ventures-seeks-490m-for-new-funds-amid-ai-driven-cybersecurity-boom\/\" target=\"_blank\" rel=\"noopener noreferrer\">Ted Schlein\u2019s Ballistic Ventures seeks $490M for new funds amid AI-driven cybersecurity boom<\/a> \u00b7 RSS \/ Atom \u8ba2\u9605\u6b63\u6587\u6216\u6458\u8981 \u00b7 2026-11-03<\/li>\n<\/ul>\n<h3>29 \u00b7 Reddit \u51fa\u73b0 Hy4 \u6a21\u578b\u9884\u544a\uff0c\u79f0\u5c06\u5f00\u653e\u6743\u91cd<\/h3>\n<p>r\/LocalLLaMA \u6709\u7528\u6237\u53d1\u5e16\u4ecb\u7ecd\u540d\u4e3a Hy4 \u7684\u6a21\u578b\uff0c\u5e76\u79f0\u5176\u201c\u5373\u5c06\u5f00\u653e\u6743\u91cd\u201d\u3002\u6240\u7ed9\u8d44\u6599\u53ea\u6709\u6807\u9898\u548c\u63d0\u4ea4\u4fe1\u606f\uff0c\u6ca1\u6709\u6a21\u578b\u53c2\u6570\u89c4\u6a21\u3001\u8bad\u7ec3\u65b9\u6cd5\u3001\u8bb8\u53ef\u8bc1\u6761\u6b3e\u3001\u53d1\u5e03\u65f6\u95f4\u8868\u6216\u57fa\u51c6\u6d4b\u8bd5\u7ed3\u679c\uff0c\u53d1\u5e16\u8005\u8eab\u4efd\u4e0e\u9879\u76ee\u80cc\u666f\u4e5f\u672a\u89c1\u8bf4\u660e\u3002\u56e0\u6b64\u8be5\u9884\u544a\u7684\u5b9e\u9645\u5185\u5bb9\u4e0e\u53ef\u4fe1\u5ea6\u5747\u65e0\u6cd5\u5224\u65ad\uff0c\u9700\u7b49\u5f85\u9879\u76ee\u65b9\u6b63\u5f0f\u53d1\u5e03\u4fe1\u606f\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u5f00\u653e\u6743\u91cd\u6a21\u578b\u9884\u544a\u53d7\u5230\u672c\u5730\u90e8\u7f72\u793e\u533a\u5173\u6ce8\uff0c\u4f46\u5f53\u524d\u4fe1\u606f\u6781\u5c11\uff0c\u53ea\u80fd\u4f5c\u4e3a\u7ebf\u7d22\u8ddf\u8e2a\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\/1xnhzbz\/introducing_hy4_open_weights_soon\/\" target=\"_blank\" rel=\"noopener noreferrer\">Introducing Hy4 (open weights soon)<\/a> \u00b7 RSS \/ Atom \u8ba2\u9605\u6b63\u6587\u6216\u6458\u8981 \u00b7 2026-11-04<\/li>\n<\/ul>\n<h3>30 \u00b7 Canva\u5ba3\u5e03\u5927\u5e45\u88c1\u5458\uff1a\u903e\u5343\u4eba\u6216\u79bb\u804c\u6216\u8f6c\u5c97<\/h3>\n<p>BBC\u62a5\u9053\uff0cCanva\u9996\u5e2d\u6267\u884c\u5b98\u6885\u62c9\u59ae\u00b7\u73c0\u91d1\u65af\u8868\u793a\uff0c\u5728\u7ecf\u5386\u201c\u8fc4\u4eca\u6700\u8270\u96be\u7684\u4e00\u5e74\u201d\u540e\uff0c\u516c\u53f8\u5c06\u8fdb\u884c\u91cd\u5927\u5c97\u4f4d\u8c03\u6574\uff0c\u8d85\u8fc71000\u540d\u5458\u5de5\u5c06\u9762\u4e34\u88c1\u5458\u6216\u88ab\u8981\u6c42\u8f6c\u5c97\u3002\u62a5\u9053\u672a\u62ab\u9732\u5177\u4f53\u88c1\u5458\u6210\u672c\u4e0e\u8d22\u52a1\u6570\u636e\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u77e5\u540d\u8bbe\u8ba1\u5de5\u5177\u516c\u53f8\u88c1\u5458\u53cd\u6620AI\u7ade\u4e89\u4e0e\u589e\u957f\u538b\u529b\uff0c\u503c\u5f97\u5173\u6ce8\u5176\u540e\u7eed\u4ea7\u54c1\u4e0e\u5546\u4e1a\u6a21\u5f0f\u53d8\u5316\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>\u6d77\u5916\u8d22\u7ecf\u65b0\u95fb \u00b7 <a href=\"https:\/\/www.bbc.co.uk\/news\/articles\/cw77pg7neydmo?at_campaign=rss&amp;at_medium=RSS\" target=\"_blank\" rel=\"noopener noreferrer\">Canva announces major job cuts after &#8216;our hardest year yet&#8217;<\/a> \u00b7 RSS \/ Atom \u8ba2\u9605\u6b63\u6587\u6216\u6458\u8981 \u00b7 2026-11-04<\/li>\n<\/ul>\n<h3>31 \u00b7 Palantir \u5b63\u5ea6\u8425\u6536\u9ad8\u589e\uff0c\u7f8e\u56fd\u5546\u4e1a\u6536\u5165\u9996\u8d85\u653f\u5e9c<\/h3>\n<p>TechCrunch 11 \u6708 3 \u65e5\u6307\u51fa\uff0cPalantir \u672c\u5b63\u5ea6\u4e1a\u7ee9\u5927\u5e45\u589e\u957f\uff0c\u4f46\u5176\u4e2d\u85cf\u6709\u4e00\u4e2a\u503c\u5f97\u8b66\u60d5\u7684\u4fe1\u53f7\uff1a\u7f8e\u56fd\u5546\u4e1a\u6536\u5165\u9996\u6b21\u8d85\u8fc7\u7f8e\u56fd\u653f\u5e9c\u6536\u5165\u3002\u62a5\u9053\u4ee5\u6b64\u4e3a\u5207\u5165\u70b9\u8ba8\u8bba\u5176\u6536\u5165\u7ed3\u6784\u53d8\u5316\uff0c\u4f46\u6458\u8981\u672a\u7ed9\u51fa\u5177\u4f53\u8425\u6536\u6570\u5b57\u548c\u589e\u901f\uff0c\u76f8\u5173\u8d22\u52a1\u7ec6\u8282\u9700\u4ee5\u516c\u53f8\u62ab\u9732\u4e3a\u51c6\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u6536\u5165\u7ed3\u6784\u4ece\u653f\u5e9c\u8f6c\u5411\u5546\u4e1a\uff0c\u53ef\u80fd\u6539\u53d8\u5e02\u573a\u5bf9\u5176\u589e\u957f\u7a33\u5b9a\u6027\u4e0e\u5ba2\u6237\u96c6\u4e2d\u5ea6\u7684\u5224\u65ad\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:\/\/techcrunch.com\/2026\/11\/03\/hiding-inside-palantirs-skyrocketing-quarter-is-a-foreboding-signal\/\" target=\"_blank\" rel=\"noopener noreferrer\">Hiding inside Palantir\u2019s skyrocketing quarter is a foreboding signal<\/a> \u00b7 RSS \/ Atom \u8ba2\u9605\u6b63\u6587\u6216\u6458\u8981 \u00b7 2026-11-03<\/li>\n<\/ul>\n<h3>32 \u00b7 Reddit \u5e16\u5b50\u79f0 Revolut \u5f03\u7528 Claude Code\uff0c\u6539\u7528\u81ea\u6258\u7ba1\u4e2d\u56fd\u6a21\u578b\u5e76\u7701\u7ea6\u4e5d\u6210\u6210\u672c<\/h3>\n<p>r\/LocalLLaMA \u7684\u4e00\u5219\u5e16\u5b50\u79f0\uff0cRevolut \u5df2\u505c\u7528 Claude Code\uff0c\u8f6c\u800c\u91c7\u7528\u81ea\u6258\u7ba1\u7684\u4e2d\u56fd\u6a21\u578b\u6765\u627f\u62c5\u76f8\u5173\u7f16\u7801\u4efb\u52a1\uff0c\u5e76\u79f0\u8d39\u7528\u964d\u4f4e\u7ea6 90%\u3002\u5e16\u6587\u4ec5\u7ed9\u51fa\u8fd9\u4e00\u8bf4\u6cd5\u4e0e\u6210\u672c\u6bd4\u4f8b\uff0c\u672a\u63d0\u4f9b\u6240\u7528\u6a21\u578b\u540d\u79f0\u3001\u90e8\u7f72\u89c4\u6a21\u3001\u5bf9\u6bd4\u53e3\u5f84\u6216\u5176\u4ed6\u53ef\u4f9b\u6838\u9a8c\u7684\u7ec6\u8282\u3002\u53d1\u5e16\u8005\u8ba4\u4e3a\uff0c\u6709\u8d44\u6e90\u7684\u4f01\u4e1a\u4f1a\u8d8a\u6765\u8d8a\u591a\u5730\u91c7\u53d6\u7c7b\u4f3c\u81ea\u6258\u7ba1\u8def\u7ebf\u3002\u76f8\u5173\u6570\u5b57\u5747\u6765\u81ea\u5e16\u5b50\u81ea\u8ff0\uff0c\u5c1a\u5f85\u72ec\u7acb\u8bc1\u5b9e\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u6d89\u53ca\u5927\u578b\u91d1\u878d\u79d1\u6280\u516c\u53f8\u81ea\u6258\u7ba1\u66ff\u4ee3\u5546\u4e1a\u7f16\u7801\u5de5\u5177\u7684\u6210\u672c\u53d9\u4e8b\uff0c\u662f\u89c2\u5bdf\u4f01\u4e1a\u7ea7 AI \u90e8\u7f72\u4e0e\u6210\u672c\u538b\u529b\u7684\u6837\u672c\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\uff1a7\/10<\/small><\/p>\n<ul>\n<li>Reddit \u00b7 <a href=\"https:\/\/www.reddit.com\/r\/LocalLLaMA\/comments\/1xnhq66\/revolut_sidelines_claude_code_for_a_selfhosted\/\" target=\"_blank\" rel=\"noopener noreferrer\">Revolut sidelines Claude Code for a self-hosted Chinese model, says it pays 90% less<\/a> \u00b7 RSS \/ Atom \u8ba2\u9605\u6b63\u6587\u6216\u6458\u8981 \u00b7 2026-11-04<\/li>\n<\/ul>\n<h3>33 \u00b7 \u6bd5\u4e1a\u751f\u82b1\u66f4\u591a\u65f6\u95f4\u7ba1\u7406AI\uff0c\u5de5\u4f5c\u6280\u80fd\u79ef\u7d2f\u5f15\u53d1\u5173\u6ce8<\/h3>\n<p>BBC\u4e00\u7bc7\u62a5\u9053\u6307\u51fa\uff0c\u6bd5\u4e1a\u751f\u6b63\u628a\u8d8a\u6765\u8d8a\u591a\u5de5\u4f5c\u65f6\u95f4\u7528\u4e8e\u7ba1\u7406AI\u5de5\u5177\uff0c\u800c\u975e\u76f4\u63a5\u5b8c\u6210\u5206\u6790\u4e0e\u534f\u4f5c\u7b49\u4efb\u52a1\u3002\u62a5\u9053\u63d0\u51fa\u7684\u95ee\u9898\u662f\uff1a\u8fd9\u79cd\u5206\u5de5\u662f\u5426\u8ba9\u65b0\u4eba\u7f3a\u5c11\u5176\u4ed6\u57fa\u7840\u5de5\u4f5c\u7ecf\u9a8c\u7684\u79ef\u7d2f\u3002\u6587\u7ae0\u805a\u7126\u804c\u573a\u6280\u80fd\u517b\u6210\uff0c\u672a\u7ed9\u51fa\u5177\u4f53\u4f01\u4e1a\u6570\u636e\u6216\u8c03\u67e5\u6837\u672c\uff0c\u4e5f\u672a\u8bf4\u660e\u6d89\u53ca\u54ea\u4e9b\u884c\u4e1a\u4e0e\u5c97\u4f4d\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u89e6\u53caAI\u8fdb\u5165\u804c\u573a\u540e\u65b0\u4eba\u8bad\u7ec3\u4e0e\u7ecf\u9a8c\u79ef\u7d2f\u65b9\u5f0f\u7684\u53d8\u5316\uff0c\u4e0eAI\u6559\u80b2\u548c\u5c31\u4e1a\u6280\u80fd\u8bae\u9898\u76f8\u5173\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>\u6d77\u5916\u8d22\u7ecf\u65b0\u95fb \u00b7 <a href=\"https:\/\/www.bbc.co.uk\/news\/articles\/c820vz6wyp65o?at_campaign=rss&amp;at_medium=RSS\" target=\"_blank\" rel=\"noopener noreferrer\">Graduates are managing AI &#8211; but are they learning much else?<\/a> \u00b7 RSS \/ Atom \u8ba2\u9605\u6b63\u6587\u6216\u6458\u8981 \u00b7 2026-11-04<\/li>\n<\/ul>\n<h3>34 \u00b7 AI \u63a8\u7406\u521d\u521b Fal \u4f30\u503c\u7ffb\u500d\u81f3 160 \u4ebf\u7f8e\u5143<\/h3>\n<p>TechCrunch 11 \u6708 3 \u65e5\u62a5\u9053\uff0c\u6210\u7acb\u4e94\u5e74\u7684 AI \u63a8\u7406\u521d\u521b\u516c\u53f8 Fal \u5b8c\u6210 13 \u4ebf\u7f8e\u5143\u878d\u8d44\uff0c\u7531 Bessemer \u9886\u6295\uff0c\u4f30\u503c\u968f\u4e4b\u7ffb\u500d\u81f3 160 \u4ebf\u7f8e\u5143\u3002\u62a5\u9053\u79f0\u878d\u8d44\u6e90\u4e8e\u9700\u6c42\u6fc0\u589e\u3002\u6458\u8981\u672a\u62ab\u9732\u5ba2\u6237\u6784\u6210\u3001\u6536\u5165\u6216\u7b97\u529b\u89c4\u6a21\u7b49\u7ec6\u8282\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>\u63a8\u7406\u73af\u8282\u6210\u4e3a AI \u57fa\u7840\u8bbe\u65bd\u6295\u8d44\u70ed\u70b9\uff0c\u5927\u989d\u878d\u8d44\u53cd\u6620\u8d44\u672c\u5bf9\u63a8\u7406\u9700\u6c42\u7684\u62bc\u6ce8\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>RSS \/ \u6d77\u5916\u79d1\u6280 \u00b7 <a href=\"https:\/\/techcrunch.com\/2026\/11\/03\/ai-inference-startup-fal-doubles-its-valuation-to-16b-as-demand-surges\/\" target=\"_blank\" rel=\"noopener noreferrer\">AI inference startup Fal doubles its valuation to $16B as demand surges<\/a> \u00b7 RSS \/ Atom \u8ba2\u9605\u6b63\u6587\u6216\u6458\u8981 \u00b7 2026-11-03<\/li>\n<\/ul>\n<h3>35 \u00b7 ComfyUI \u53d1\u5e03 v0.44.0 \u7248\u672c<\/h3>\n<p>r\/LocalLLaMA \u51fa\u73b0 ComfyUI v0.44.0 \u5df2\u53d1\u5e03\u7684\u5e16\u5b50\uff0c\u8868\u660e\u8fd9\u4e00\u5e38\u7528\u4e8e\u672c\u5730\u56fe\u50cf\u751f\u6210\u5de5\u4f5c\u6d41\u7684\u5f00\u6e90\u5de5\u5177\u63a8\u51fa\u65b0\u7248\u672c\u3002\u6240\u7ed9\u8d44\u6599\u4ec5\u5305\u542b\u7248\u672c\u53d1\u5e03\u6807\u9898\u4e0e\u65f6\u95f4\uff0c\u672a\u63d0\u4f9b\u66f4\u65b0\u65e5\u5fd7\u3001\u529f\u80fd\u53d8\u66f4\u3001\u517c\u5bb9\u6027\u8bf4\u660e\u6216\u6027\u80fd\u6570\u636e\uff0c\u56e0\u6b64\u5177\u4f53\u6539\u52a8\u5185\u5bb9\u672a\u77e5\uff0c\u9700\u4ee5\u9879\u76ee\u5b98\u65b9\u53d1\u5e03\u8bf4\u660e\u4e3a\u51c6\u3002<\/p>\n<p><strong>\u5173\u6ce8\u70b9\uff1a<\/strong>ComfyUI \u662f\u672c\u5730\u751f\u6210\u5f0f AI \u5de5\u4f5c\u6d41\u7684\u5e38\u7528\u5de5\u5177\uff0c\u7248\u672c\u66f4\u65b0\u53ef\u80fd\u5f71\u54cd\u76f8\u5173\u7528\u6237\u7684\u90e8\u7f72\u4e0e\u5de5\u4f5c\u6d41\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\uff1a6\/10<\/small><\/p>\n<ul>\n<li>Reddit \u00b7 <a href=\"https:\/\/www.reddit.com\/r\/LocalLLaMA\/comments\/1xngb2i\/comfyui_v0440_released\/\" target=\"_blank\" rel=\"noopener noreferrer\">ComfyUI v0.44.0 released<\/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\u670804\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-2199","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\/2199","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=2199"}],"version-history":[{"count":2,"href":"https:\/\/ai26.shop\/index.php\/wp-json\/wp\/v2\/posts\/2199\/revisions"}],"predecessor-version":[{"id":2431,"href":"https:\/\/ai26.shop\/index.php\/wp-json\/wp\/v2\/posts\/2199\/revisions\/2431"}],"wp:attachment":[{"href":"https:\/\/ai26.shop\/index.php\/wp-json\/wp\/v2\/media?parent=2199"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ai26.shop\/index.php\/wp-json\/wp\/v2\/categories?post=2199"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ai26.shop\/index.php\/wp-json\/wp\/v2\/tags?post=2199"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}