\u6708\u4e4b\u6697\u9762\uff08Kimi\uff09\u4e8e 7 \u6708 16 \u65e5\u53d1\u5e03\u65d7\u8230\u6a21\u578b K3\uff0c\u603b\u53c2\u6570 2.8 \u4e07\u4ebf\uff0c\u91c7\u7528 896 \u4e13\u5bb6\u3001\u6bcf\u6b21\u6fc0\u6d3b 16 \u4e2a\u7684 Stable LatentMoE \u67b6\u6784\uff0c\u539f\u751f\u652f\u6301\u89c6\u89c9\u7406\u89e3\u548c 100 \u4e07 Token \u4e0a\u4e0b\u6587\u3002K3 \u5f15\u5165 KDA\uff08Kimi Delta Attention\uff09\u6df7\u5408\u7ebf\u6027\u6ce8\u610f\u529b\u3001Attention Residuals \u548c Per-Head Muon \u4f18\u5316\u5668\uff0c\u5b98\u65b9\u79f0\u76f8\u6bd4 K2 \u6574\u4f53\u6269\u5c55\u6548\u7387\u63d0\u5347\u7ea6 2.5 \u500d\u3002\u4ece\u7efc\u5408\u80fd\u529b\u770b\uff0cK3 \u6574\u4f53\u8868\u73b0\u843d\u540e\u4e8e Claude Fable 5 \u548c GPT-5.6 Sol\uff0c\u4f46\u5728\u7f16\u7a0b\u548c\u957f\u7a0b Agent \u4efb\u52a1\u4e0a\u5df2\u8d85\u8d8a\u8fd9\u4e24\u6b3e\u95ed\u6e90\u6a21\u578b\u3002K3 \u5728 Frontend Code Arena \u4ee5 1679 \u5206\u8d85\u8d8a Fable 5 \u767b\u9876\uff08\u4ece K2.6 \u7684\u7b2c 18 \u540d\u4e00\u8dc3\u81f3\u7b2c\u4e00\uff09\uff0c\u5728 Program Bench\uff0877.8\uff09\u3001SWE Marathon\uff0842.0\uff09\u3001BrowseComp\uff0891.2\uff09\u548c Automation Bench \u5747\u6392\u540d\u7b2c\u4e00\u3002K3 \u8fd8\u5c55\u793a\u4e86\u8fde\u7eed\u81ea\u4e3b\u8fd0\u884c\u7684\u957f\u7a0b\u80fd\u529b\uff1a\u5728\u6c99\u7bb1\u4e2d\u6301\u7eed 24 \u5c0f\u65f6\u7f16\u5199 GPU Kernel\uff0c\u4ece\u96f6\u5f00\u53d1\u7c7b\u4f3c Triton \u7684 MiniTriton \u7f16\u8bd1\u5668\uff0c\u8fde\u7eed 48 \u5c0f\u65f6\u8bbe\u8ba1\u5e76\u901a\u8fc7\u9a8c\u8bc1\u4e86\u4e00\u9897 4mm\u00b2 \u82af\u7247\u3002\u5b8c\u6574\u6743\u91cd\u5c06\u5728 7 \u6708 27 \u65e5\u524d\u5f00\u6e90\u3002API \u4ef7\u683c\u4e3a\u7f13\u5b58\u8f93\u5165\u6bcf\u767e\u4e07 Token 2 \u5143\uff0c\u672a\u7f13\u5b58 20 \u5143\uff0c\u8f93\u51fa 100 \u5143\u3002<\/p>\n
\u6765\u6e90\uff1a<\/p>\n
\u6628\u65e5\u4e0a\u6d77 WAIC \u6b63\u5f0f\u5f00\u5e55\u524d\u5915\uff0c29 \u4e2a\u56fd\u5bb6\u7b7e\u7f72\u534f\u8bae\u540c\u610f\u6210\u7acb\u4e16\u754c\u4eba\u5de5\u667a\u80fd\u5408\u4f5c\u7ec4\u7ec7\uff08WAICO\uff09\uff0c\u5982\u679c\u987a\u5229\u8fd0\u884c\uff0c\u8fd9\u5c06\u662f\u5168\u7403\u7b2c\u4e00\u4e2a\u4e13\u95e8\u56f4\u7ed5 AI \u5efa\u7acb\u7684\u653f\u5e9c\u95f4\u56fd\u9645\u7ec4\u7ec7\u3002\u8054\u5408\u56fd\u79d8\u4e66\u957f\u3001\u54c8\u8428\u514b\u65af\u5766\u603b\u7edf\u3001\u6cf0\u56fd\u603b\u7406\u3001\u67ec\u57d4\u5be8\u9996\u76f8\u7b49\u591a\u56fd\u653f\u8981\u9646\u7eed\u62b5\u8fbe\u4e0a\u6d77\u3002\u591a\u4f4d\u535a\u4e3b\u5c06\u8fd9\u4e00\u4e8b\u4ef6\u89c6\u4e3a AI \u7ade\u4e89\u4ece\u6a21\u578b\u5c42\u8fdb\u5165\u89c4\u5219\u5c42\u7684\u6807\u5fd7\u6027\u8282\u70b9\u3002<\/p>\n
\u6765\u6e90\uff1a<\/p>\n
\u4e00\u540d\u9ed1\u5ba2\u5229\u7528\u540d\u4e3a Shai-Hulud \u7684\u8815\u866b\u653b\u5165 Suno\uff0c\u83b7\u53d6\u4e86\u6d89\u53ca\u8bad\u7ec3\u6570\u636e\u7684\u6e90\u4ee3\u7801\u3002\u6cc4\u9732\u4fe1\u606f\u663e\u793a\uff0cSuno \u4ece YouTube Music \u6293\u53d6\u4e86\u7ea6 11.4 \u4e07\u5c0f\u65f6\u5185\u5bb9\u3001\u4ece Pond5 \u6293\u53d6\u7ea6 6.2 \u4e07\u5c0f\u65f6\u3001\u4ece Deezer \u6293\u53d6\u7ea6 1.2 \u4e07\u5c0f\u65f6\uff0c\u5e76\u8ba1\u5212\u4e0b\u8f7d\u7ea6 100 \u4e07\u5c0f\u65f6\u64ad\u5ba2\u3002\u9ed1\u5ba2\u8fd8\u83b7\u53d6\u4e86 Suno \u7528\u6237\u7684\u90ae\u7bb1\u3001\u7535\u8bdd\u4ee5\u53ca Stripe \u76f8\u5173\u4fe1\u606f\uff0c\u6d89\u53ca\u7ea6\u6570\u5341\u4e07\u7528\u6237\u3002Suno \u8868\u793a\u8be5\u5b89\u5168\u4e8b\u4ef6\u4e8e 2025 \u5e74 11 \u6708\u53d1\u73b0\u5e76\u5df2\u63a7\u5236\uff0c\u5f71\u54cd\u6709\u9650\uff0c\u56e0\u6b64\u672a\u9010\u4e00\u901a\u77e5\u7528\u6237\u3002<\/p>\n
\u6765\u6e90\uff1a<\/p>\n
Alaya World \u516c\u5f00\u63a8\u7406\u4ee3\u7801\u548c 15B \u6a21\u578b\u6743\u91cd\uff0c\u652f\u6301\u5b9e\u65f6\u751f\u6210\u7684\u6301\u7eed\u6e38\u620f\u4e16\u754c\u3002\u5176\u6838\u5fc3\u5728\u4e8e\u7528\u8bed\u8a00\u76f4\u63a5\u5e72\u9884\u73af\u5883\u2014\u2014\u5728\u51b0\u96ea\u8352\u539f\u4e2d\u5f00\u53e3\u4e0b\u6307\u4ee4\uff0c\u5730\u9762\u88c2\u5f00\u3001\u9ab7\u9ac5\u722c\u51fa\uff1b\u8bf4"\u8ba9\u5929\u9ed1\u4e0b\u6765"\uff0c\u4e0b\u4e00\u6bb5\u753b\u9762\u4fbf\u8fdb\u5165\u591c\u665a\u3002\u9879\u76ee\u91c7\u7528 3D Cache \u52a0\u538b\u7f29\u5e27\u5386\u53f2\u6280\u672f\uff0c\u5b9e\u73b0\u8d85\u8fc7 1 \u5206\u949f\u7684\u8fde\u7eed\u751f\u6210\uff0c\u4e14\u573a\u666f\u4fdd\u6301\u7a7a\u95f4\u4e00\u81f4\u6027\u3002\u591a\u4f4d\u535a\u4e3b\u5b9e\u6d4b\u8ba4\u4e3a\uff0c\u672a\u6765\u6e38\u620f\u4ea4\u4e92\u6709\u671b\u4ece\u56fa\u5b9a\u6280\u80fd\u6309\u952e\u8f6c\u5411\u81ea\u7136\u8bed\u8a00\u9a71\u52a8\u7684\u4e16\u754c\u64cd\u4f5c\u3002<\/p>\n
\u6765\u6e90\uff1a<\/p>\n
Starship Flight 13 \u539f\u5b9a\u53d1\u5c04\uff0c\u4f46\u56e0\u90e8\u5206\u53d1\u52a8\u673a\u672a\u80fd\u542f\u52a8\u89e6\u53d1\u81ea\u52a8\u4e2d\u6b62\uff0c\u5df2\u5f00\u59cb\u5378\u9664\u63a8\u8fdb\u5242\u3002SpaceX \u5c06\u79fb\u9664\u5e76\u66f4\u6362\u4e24\u53f0 Raptor \u53d1\u52a8\u673a\uff0c\u9884\u8ba1\u6700\u5feb\u4e0b\u5468\u521d\u518d\u6b21\u5c1d\u8bd5\u53d1\u5c04\u3002Musk \u8f6c\u53d1\u4e86 SpaceX \u5236\u4f5c\u7684 Starship V3 \u7eaa\u5f55\u7247\u7b2c\u4e8c\u96c6\u3002SpaceX AI \u65b9\u9762\uff0cGrok Build \u83b7\u91cd\u5927\u66f4\u65b0\uff08v0.2.102\uff09\uff0c\u65b0\u589e\u5bf9\u8bdd\u5bfc\u822a\u548c\u4f01\u4e1a\u63a7\u5236\u529f\u80fd\uff1bSuperGrok Heavy \u73b0\u5305\u542b X Premium+\u3002Starlink \u65b9\u9762\uff0cV3 \u536b\u661f\u5c06\u628a\u5929\u57fa\u5e26\u5bbd\u63d0\u5347\u7ea6\u4e24\u4e2a\u6570\u91cf\u7ea7\uff1bStarlink \u540c\u65f6\u5728\u79d1\u7279\u8fea\u74e6\u4e0a\u7ebf\uff0cTesla \u4e5f\u6b63\u5f0f\u8fdb\u5165\u4e4c\u62c9\u572d\u3002Musk \u8fd8\u8f6c\u53d1\u4e86\u793e\u533a\u53cd\u9988\u79f0 Grok 4.5 \u662f\u76ee\u524d\u9996\u4e2a\u80fd\u65e5\u5e38\u7528\u4e8e\u5f00\u53d1\u7684 Grok \u6a21\u578b\u3002<\/p>\n
\u6765\u6e90\uff1a<\/p>\n
OpenAI \u65b9\u9762\uff0cChatGPT \u684c\u9762\u5e94\u7528\u8fce\u6765\u91cd\u8981\u66f4\u65b0\uff1a\u5386\u53f2\u804a\u5929\u548c\u9879\u76ee\u73b0\u5728\u51fa\u73b0\u5728\u4fa7\u8fb9\u680f\uff0cChat \u4e0e Work \u6a21\u5f0f\u5207\u6362\u66f4\u52a0\u6e05\u6670\uff0c\u684c\u9762\u3001Web \u548c\u79fb\u52a8\u7aef\u4e4b\u95f4\u4f7f\u7528\u4f53\u9a8c\u8d8b\u5411\u4e00\u81f4\u3002Codex \u63a8\u51fa PR Chat \u529f\u80fd\uff0c\u5141\u8bb8\u5728 Codex \u5185\u5ba1\u67e5\u62c9\u53d6\u8bf7\u6c42\u5e76\u8fdb\u884c\u884c\u5185\u7f16\u8f91\u3002Codex Micro \u5728\u53d1\u5e03\u540e 14 \u5c0f\u65f6\u5185\u552e\u7f44\u3002OpenAI \u9996\u5e2d\u6267\u884c\u5b98 Sam Altman \u5766\u8a00\u8fc7\u53bb 12 \u4e2a\u6708\u5e76\u975e OpenAI \u6700\u597d\u7684\u65f6\u671f\uff0c\u4f46\u8868\u793a\u56e2\u961f\u6b63\u5728\u505a\u4ee4\u4eba\u60ca\u53f9\u7684\u5de5\u4f5c\uff0c\u63a5\u4e0b\u6765 12 \u4e2a\u6708\u5c06\u662f\u516c\u53f8\u81f3\u4eca\u6700\u597d\u7684\u65f6\u671f\uff0c\u4e14\u8d8a\u6765\u8d8a\u591a\u7528\u6237\u4f7f\u7528\u8bed\u97f3\u800c\u975e\u6587\u5b57\u4e0e ChatGPT \u4ea4\u4e92\u3002\u591a\u4f4d\u535a\u4e3b\u89c2\u5bdf\u5230 Codex \u7684\u65b0\u5e03\u5c40\u4e0e Claude \u684c\u9762\u7aef\u98ce\u683c\u4e00\u81f4\uff0c\u4e14\u542f\u52a8\u4e86\u65b0\u4e00\u8f6e\u8001\u5e26\u65b0\u6d3b\u52a8\u3002<\/p>\n
\u6765\u6e90\uff1a<\/p>\n
NVIDIA \u63a8\u51fa RoboTTT\uff0c\u5c06\u673a\u5668\u4eba\u89c6\u89c9\u8fd0\u52a8\u4e0a\u4e0b\u6587\u4ece\u5355\u6b65\u6216\u8fd1\u51e0\u5e27\u6269\u5c55\u81f3 8000 \u65f6\u95f4\u6b65\uff08\u7ea6 30Hz \u4e0b 5 \u5206\u949f\uff09\u3002\u5728\u771f\u673a\u4e0a\u6210\u529f\u8dd1\u5b8c\u5b8c\u6574\u7684 10 \u9636\u6bb5\u7ec4\u88c5\u4efb\u52a1\uff0c\u4e14\u80fd\u81ea\u52a8\u7ea0\u9519\u3002\u8be5\u65b9\u5411\u88ab\u8ba4\u4e3a\u662f\u5728\u53c2\u6570\u89c4\u6a21\u548c\u6570\u636e\u91cf\u4e4b\u540e\uff0c\u673a\u5668\u4eba\u57fa\u7840\u6a21\u578b\u53ef\u80fd\u51fa\u73b0\u7684\u7b2c\u4e09\u6761 Scaling Curve\u3002<\/p>\n
\u6b64\u5916\uff0cLiveKit \u9488\u5bf9 Gemma 4.31B \u8fdb\u884c\u4f18\u5316\uff1a\u5728\u5b9e\u65f6\u8bed\u97f3\u573a\u666f\u4e0b\uff0c\u9996\u5b57\u5ef6\u8fdf\u4ec5 192 \u6beb\u79d2\uff08\u5bf9\u6bd4 GPT-4.1 \u7684 1006 \u6beb\u79d2\uff09\uff0c\u6210\u672c\u7ea6\u516d\u5206\u4e4b\u4e00\uff0c\u9152\u5e97\u524d\u53f0\u6d4b\u8bd5\u4efb\u52a1\u5b8c\u6210\u7387 88%\u3002Browser Use \u65b0\u589e\u89c6\u9891\u5f55\u5236\u529f\u80fd\uff0cAgent \u53ef\u4e00\u8fb9\u64cd\u4f5c\u4e00\u8fb9\u5f55\u5236\uff0cAI \u81ea\u52a8\u526a\u8f91\u6210\u6559\u5b66\u89c6\u9891\u3002<\/p>\n
\u6765\u6e90\uff1a<\/p>\n
\u7edf\u8ba1\uff1a<\/p>\n
Kimi\u53d1\u5e03\u5168\u7403\u9996\u4e2a\u5f00\u6e903\u4e07\u4ebf\u7ea7\u6a21\u578b\u5728\u7f16\u7a0b\u9886\u57df\u8d85\u8d8a\u95ed\u6e90\u5bf9\u624b\uff0cWAIC\u6210\u7acb\u9996\u4e2aAI\u653f\u5e9c\u95f4\u7ec4\u7ec7\u6807\u5fd7\u89c4\u5219\u7ade\u4e89\uff0cSuno\u6570\u636e\u6cc4\u9732\u66b4\u9732\u884c\u4e1a\u5b89\u5168\u6311\u6218\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-1469","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\/1469","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=1469"}],"version-history":[{"count":0,"href":"https:\/\/blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/posts\/1469\/revisions"}],"wp:attachment":[{"href":"https:\/\/blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/media?parent=1469"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/categories?post=1469"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/tags?post=1469"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}