{"id":1889,"date":"2026-10-22T09:01:30","date_gmt":"2026-10-22T01:01:30","guid":{"rendered":"https:\/\/blog.liu-qi.cn\/2026\/10\/22\/x-daily-2026-10-21\/"},"modified":"2026-10-22T09:01:50","modified_gmt":"2026-10-22T01:01:50","slug":"x-daily-2026-10-21","status":"publish","type":"post","link":"https:\/\/blog.liu-qi.cn\/2026\/10\/22\/x-daily-2026-10-21\/","title":{"rendered":"X \u5e73\u53f0 10\u670821\u65e5 AI \u7b80\u8baf\uff5cPHP\u7d27\u6025\u4fee\u590dAI\u53d1\u73b0\u6f0f\u6d1e\uff0cDeepSeek\u5f00\u6e90\u63a8\u7406\u6846\u67b6DeepInfer\uff0cMeta\u786e\u8ba4TPU\u7528\u4e8e\u751f\u4ea7\u63a8\u7406"},"content":{"rendered":"<h2 id=\"topic-3e841239ff\">PHP \u5b98\u65b9\u7d27\u6025\u4fee\u590d\u4e24\u9879\u4e25\u91cd\u6f0f\u6d1e\uff0cAI \u53c2\u4e0e\u53d1\u73b0\u4e0e\u534f\u8c03\u62ab\u9732<\/h2>\n<p>PHP \u5b98\u65b9\u4e8e 10 \u6708 21 \u65e5\u53d1\u5e03 8.5.12\u30018.4.27\u30018.3.36\u30018.2.35\uff0c\u4fee\u590d CVE-2026-109618 \u548c CVE-2026-109619\u3002OpenAI \u79f0\u5176\u6a21\u578b\u53c2\u4e0e Patch the Planet \u7814\u7a76\u8005\u53d1\u73b0\u6f0f\u6d1e\uff0c\u5e76\u534f\u8c03\u7ef4\u62a4\u8005\u4e0e\u5b89\u5168\u5382\u5546\u63d0\u524d\u51c6\u5907\u4fee\u590d\uff1b\u8be5\u8bf4\u6cd5\u5c5e\u4e8e OpenAI \u5bf9\u81ea\u8eab\u9879\u76ee\u7684\u8bf4\u660e\u3002\u5b9d\u7389\u6574\u7406\u79f0\u6f0f\u6d1e\u53ef\u80fd\u5141\u8bb8\u672a\u8ba4\u8bc1\u8bf7\u6c42\u6267\u884c\u4ee3\u7801\uff0c\u5e76\u63d0\u793a\u6258\u7ba1\u7528\u6237\u9700\u5411\u670d\u52a1\u5546\u786e\u8ba4\u5347\u7ea7\uff0cCloudflare \u89c4\u5219\u53ea\u662f\u4e34\u65f6\u7f13\u89e3\uff0c\u5347\u7ea7\u624d\u662f\u5b8c\u6574\u4fee\u590d\u3002MaxForAI \u8f83\u65e9\u8f6c\u8ff0\u7684\u9884\u8b66\u63d0\u5230\u5b8c\u6574\u5f71\u54cd\u8303\u56f4\u4e0e\u90e8\u7f72\u6761\u4ef6\u5f53\u65f6\u5c1a\u5f85\u5b98\u65b9\u7ec6\u8282\uff0c\u6545\u4e0d\u636e\u6b64\u6269\u5927\u65ad\u8a00\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@OpenAI: <a href=\"https:\/\/x.com\/OpenAI\/status\/2112907856018309586\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/OpenAI\/status\/2112907856018309586<\/a><\/li>\n<li>@dotey: <a href=\"https:\/\/x.com\/dotey\/status\/2112934529916616991\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/dotey\/status\/2112934529916616991<\/a><\/li>\n<li>@MaxForAI: <a href=\"https:\/\/x.com\/MaxForAI\/status\/2112902601402404944\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/MaxForAI\/status\/2112902601402404944<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-a28b83217b\">DeepSeek \u5f00\u6e90\u751f\u4ea7\u63a8\u7406\u6846\u67b6 DeepInfer\uff0c\u8986\u76d6\u591a\u7c7b\u5e76\u884c\u4e0e\u786c\u4ef6<\/h2>\n<p>DeepSeek \u5b98\u65b9\u5ba3\u5e03\u5f00\u6e90\u5176\u5185\u90e8\u63a8\u7406\u6846\u67b6 DeepInfer\uff0c\u79f0\u5176\u7528\u4e8e\u5927\u89c4\u6a21\u8fd0\u884c V4.1-Flash\uff0c\u76ee\u6807\u662f\u9ad8\u541e\u5410\u3001\u4f4e\u5ef6\u8fdf\u5e76\u964d\u4f4e\u7b97\u529b\u6210\u672c\u3002\u5b9d\u7389\u8f6c\u8ff0\u7684\u5b98\u65b9\u9879\u76ee\u8bf4\u660e\u5217\u51fa\u5206\u5e03\u5f0f\u63a8\u7406\u3001MoE \u5e76\u884c\u3001\u63a8\u6d4b\u89e3\u7801\u3001\u5f02\u6b65\u8c03\u5ea6\u7b49\u80fd\u529b\uff0c\u4ee5\u53ca NVIDIA SM100 \u4e0e\u534e\u4e3a\u6607\u817e 950 \u652f\u6301\u548c Apache 2.0 \u8bb8\u53ef\uff1bMaxForAI \u8865\u5145\u79f0\u5f53\u524d\u5f00\u653e\u7684\u662f\u79bb\u7ebf\u63a8\u7406\u7248\u672c\uff0c\u7ebf\u4e0a KV Cache \u7ba1\u7406\u3001\u8d1f\u8f7d\u5747\u8861\u7ec4\u4ef6\u5c1a\u672a\u5168\u90e8\u516c\u5f00\u3002\u6b64\u9879\u8fdb\u5c55\u7684\u4ef7\u503c\u5728\u4e8e\u751f\u4ea7\u7ea7\u63a8\u7406\u5de5\u7a0b\u4ee3\u7801\u5f00\u653e\uff0c\u4f46\u4e0d\u7b49\u4e8e\u5b8c\u6574\u5728\u7ebf\u670d\u52a1\u6808\u5df2\u516c\u5f00\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@MaxForAI: <a href=\"https:\/\/x.com\/MaxForAI\/status\/2112784461440147596\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/MaxForAI\/status\/2112784461440147596<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-6d6bc4032e\">Meta \u5de5\u7a0b\u8d1f\u8d23\u4eba\u786e\u8ba4 TPU \u63a8\u7406\u5df2\u8fdb\u5165\u751f\u4ea7\u73af\u5883<\/h2>\n<p>\u5b9d\u7389\u5f15\u7528 Google \u5f00\u53d1\u8005\u535a\u5ba2\u4e2d Meta PyTorch-TPU \u8d1f\u8d23\u4eba Zongwei Zhou \u7684\u539f\u8bdd\uff0c\u79f0 SGLang-TorchTPU \u5df2\u5728 Meta \u751f\u4ea7\u73af\u5883\u8fd0\u884c\uff0c\u662f\u76ee\u524d\u53ef\u89c1\u7684\u4e00\u624b\u786e\u8ba4\u3002\u8be5\u6d88\u606f\u8bf4\u660e TPU \u5df2\u7528\u4e8e\u771f\u5b9e\u751f\u4ea7\u63a8\u7406\uff0c\u4f46\u516c\u5f00\u6750\u6599\u6ca1\u6709\u4ea4\u4ee3\u90e8\u7f72\u89c4\u6a21\u3001\u5177\u4f53\u4ea7\u54c1\uff0c\u4e5f\u6ca1\u6709\u8bf4\u660e\u82af\u7247\u662f\u79df\u7528\u8fd8\u662f\u8d2d\u4e70\uff1b\u56e0\u6b64\u4e0d\u80fd\u636e\u6b64\u63a8\u65ad Meta \u5df2\u5168\u9762\u66ff\u4ee3 GPU\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@dotey: <a href=\"https:\/\/x.com\/dotey\/status\/2112788283251962092\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/dotey\/status\/2112788283251962092<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-47975687aa\">Anthropic \u4e0a\u534a\u5e74\u8425\u6536\u589e\u957f\uff0c\u4f46\u5de8\u989d\u8d26\u9762\u4e8f\u635f\u9700\u4e0e\u73b0\u91d1\u6d88\u8017\u533a\u5206<\/h2>\n<p>MaxForAI \u6839\u636e\u8def\u900f\u793e\u5bf9\u62db\u80a1\u4e66\u8349\u7a3f\u7684\u62a5\u9053\u6574\u7406\uff1aAnthropic \u4eca\u5e74\u4e0a\u534a\u5e74\u8425\u6536 163 \u4ebf\u7f8e\u5143\uff0c\u53bb\u5e74\u540c\u671f\u4e3a 11 \u4ebf\u7f8e\u5143\uff1b\u51c0\u4e8f\u635f 807 \u4ebf\u7f8e\u5143\u4e2d\u7ea6 720 \u4ebf\u7f8e\u5143\u6765\u81ea\u53ef\u8f6c\u80a1\u878d\u8d44\u5de5\u5177\u516c\u5141\u4ef7\u503c\u4e0a\u5347\uff0c\u4e0d\u5e94\u76f4\u63a5\u89c6\u4e3a\u7ecf\u8425\u73b0\u91d1\u6d88\u8017\u3002\u5176\u8f6c\u8ff0\u8fd8\u79f0\u4e0a\u534a\u5e74\u7b97\u529b\u4e0e\u57fa\u7840\u8bbe\u65bd\u652f\u51fa\u63a5\u8fd1 90 \u4ebf\u7f8e\u5143\uff0c\u7b2c\u4e09\u5b63\u5ea6\u8425\u6536\u53ca\u8c03\u6574\u540e\u76c8\u5229\u6570\u636e\u6765\u81ea\u516c\u53f8\u6295\u8d44\u8005\u4f1a\uff1b\u8d85\u8fc7 6000 \u4ebf\u7f8e\u5143\u7684\u672a\u6765\u6295\u5165\u5305\u542b\u591a\u5e74\u5b89\u6392\uff0c\u7ea6 1500 \u4ebf\u7f8e\u5143\u4ea4\u6613\u4ecd\u5728\u6d3d\u8c08\u3002\u62df\u4e0a\u5e02\u53ca\u4f30\u503c\u5747\u672a\u6700\u7ec8\u786e\u5b9a\uff0c\u9700\u4e0e\u5df2\u5b9e\u73b0\u7ecf\u8425\u6570\u636e\u533a\u5206\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@MaxForAI: <a href=\"https:\/\/x.com\/MaxForAI\/status\/2112854294206800307\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/MaxForAI\/status\/2112854294206800307<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-165347364b\">GACC-Bench \u5c06\u957f\u4efb\u52a1\u4e0a\u4e0b\u6587\u538b\u7f29\u6548\u679c\u8f6c\u5316\u4e3a\u53ef\u6d4b\u8bc4\u95ee\u9898<\/h2>\n<p>MaxForAI \u4ecb\u7ecd\u7684 GACC-Bench \u9762\u5411 Agent harness \u4e0e\u8bb0\u5fc6\u7cfb\u7edf\uff1a\u6a21\u578b\u538b\u7f29\u4e0a\u4e0b\u6587\u65f6\u53ea\u83b7\u5f97\u76ee\u6807\u548c token \u9884\u7b97\uff0c\u4e4b\u540e\u518d\u7528\u540c\u4e00\u538b\u7f29\u7ed3\u679c\u56de\u7b54\u8be5\u76ee\u6807\u4e0b\u591a\u4e2a\u672a\u63d0\u524d\u544a\u77e5\u7684\u95ee\u9898\uff0c\u4ee5\u68c0\u9a8c\u5173\u952e\u4fe1\u606f\u662f\u5426\u4fdd\u7559\u3002\u8be5\u57fa\u51c6\u5305\u542b 7 \u4e2a\u6765\u6e90\u3001281 \u4efd\u4e0a\u4e0b\u6587\u3001500 \u4e2a\u76ee\u6807\u548c 2571 \u4e2a\u95ee\u9898\uff0c\u6837\u4f8b\u7ecf\u4e13\u5bb6\u5ba1\u6838\uff1b\u5176\u62a5\u544a\u79f0\u5728\u4fdd\u7559\u539f\u6587 10% token \u65f6\uff0c\u6700\u4f73\u6a21\u578b\u4ec5\u6709 14.8% \u7684\u76ee\u6807\u80fd\u7b54\u5bf9\u5168\u90e8\u5173\u8054\u95ee\u9898\uff0c\u5b8c\u6574\u4e0a\u4e0b\u6587\u4e3a 96.8%\u3002\u8fd9\u662f\u4e25\u683c\u7684\u5168\u95ee\u9898\u6b63\u786e\u7387\uff1b\u7ed3\u679c\u63d0\u793a\u8bc4\u4f30\u538b\u7f29\u4e0d\u80fd\u53ea\u770b\u6458\u8981\u6d41\u7545\u5ea6\uff0c\u76ee\u6807\u672c\u8eab\u4e5f\u4f1a\u5f71\u54cd\u4fdd\u7559\u5185\u5bb9\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@MaxForAI: <a href=\"https:\/\/x.com\/MaxForAI\/status\/2112795603315183672\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/MaxForAI\/status\/2112795603315183672<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-bd9c15398c\">GLM-5.5 \u89c4\u6a21\u4e0e\u8bad\u7ec3\u8def\u7ebf\u4ecd\u662f\u4e1a\u5185\u4eba\u58eb\u8f6c\u8ff0\uff0c\u5c1a\u975e\u5b98\u65b9\u53d1\u5e03\u4fe1\u606f<\/h2>\n<p>MaxForAI \u5206\u4eab\u5176\u5bf9\u667a\u8c31\u4e0b\u4e00\u4ee3 GLM-5.5 \u7684\u6d88\u606f\u6765\u6e90\u4e0e\u4e2a\u4eba\u5224\u65ad\uff1a\u57fa\u5ea7\u89c4\u6a21\u636e\u79f0\u5728 2.5 \u4e07\u4ebf\u81f3 3.5 \u4e07\u4ebf\u53c2\u6570\uff0c\u8bad\u7ec3\u66fe\u9047\u5230 loss \u4e0d\u4e0b\u964d\u3001\u8fd1\u671f\u6216\u5df2\u89e3\u51b3\uff1b\u540e\u8bad\u7ec3\u5c06\u66f4\u591a\u4f7f\u7528\u4efb\u52a1\u73af\u5883\uff0cRSI \u5c1a\u672a\u6210\u4e3a\u5f53\u524d\u80fd\u529b\u63d0\u5347\u4e3b\u529b\u3002\u4ee5\u4e0a\u5747\u662f\u535a\u4e3b\u8f6c\u8ff0\u7684\u672a\u6b63\u5f0f\u53d1\u5e03\u6d88\u606f\u6216\u9884\u671f\uff0c\u5e76\u975e\u667a\u8c31\u5b98\u65b9\u786e\u8ba4\u3002\u5176\u8ba8\u8bba\u7684\u5173\u952e\u68c0\u9a8c\u70b9\u662f\u957f\u4efb\u52a1 Agent \u7684\u5b8c\u6210\u80fd\u529b\u3001\u901f\u5ea6\u3001\u6210\u672c\u548c\u670d\u52a1\u7a33\u5b9a\u6027\uff0c\u4e0d\u5b9c\u628a\u6a21\u578b\u89c4\u6a21\u4f20\u95fb\u5f53\u4f5c\u5df2\u843d\u5730\u80fd\u529b\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@MaxForAI: <a href=\"https:\/\/x.com\/MaxForAI\/status\/2112830110281908654\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/MaxForAI\/status\/2112830110281908654<\/a><\/li>\n<\/ul>\n<p>\u7edf\u8ba1\uff1a \u626b\u63cf\u65f6\u95f4\u7ebf\u6761\u6570=648 \u547d\u4e2d\u7684\u535a\u4e3b\u6570=65 \u547d\u4e2d\u7684\u63a8\u6587\u603b\u6570=447 \u52a0\u6743\u63a8\u6587\u5206=337.5 \u539f\u521b\u63a8\u6587\u6570=193 RT \u63a8\u6587\u6570=114 \u6293\u53d6\u5c1d\u8bd5\u6b21\u6570=5 \u8fb9\u754c\u8986\u76d6\u72b6\u6001=tail_confidently_crossed_target_boundary<\/p>\n","protected":false},"excerpt":{"rendered":"<p>PHP\u4fee\u590dAI\u53d1\u73b0\u6f0f\u6d1e\uff0cDeepSeek\u5f00\u6e90\u63a8\u7406\u6846\u67b6\uff0cMeta\u786e\u8ba4TPU\u7528\u4e8e\u751f\u4ea7\u3002<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[5],"tags":[19],"class_list":["post-1889","post","type-post","status-publish","format-standard","hentry","category-brief","tag-x--ai-"],"_links":{"self":[{"href":"https:\/\/blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/posts\/1889","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/comments?post=1889"}],"version-history":[{"count":1,"href":"https:\/\/blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/posts\/1889\/revisions"}],"predecessor-version":[{"id":1890,"href":"https:\/\/blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/posts\/1889\/revisions\/1890"}],"wp:attachment":[{"href":"https:\/\/blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/media?parent=1889"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/categories?post=1889"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/tags?post=1889"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}