\u672c\u6b21\u89c2\u5bdf\u8986\u76d62026\u5e7410\u670829\u65e507\u65f644\u5206\u81f310\u670830\u65e507\u65f644\u5206\uff08Australia\/Sydney\uff09\u524d\u540e\u516c\u5f00\u7684\u6280\u672f\u6750\u6599\uff0c\u5171\u6536\u5f553\u9879\u5df2\u6838\u9a8c\u53d8\u5316\u3002<\/p>\n
Mistral Large 4\u4eceAPI\u9884\u89c8\u63a8\u8fdb\u5230\u5f00\u653e\u6743\u91cd<\/p>\n
Mistral\u4e8e10\u670829\u65e5\u53d1\u5e03\u6539\u8fdb\u540e\u7684Mistral Large 4\u6743\u91cd\uff0c\u5c0610\u67086\u65e5\u7684\u516c\u5171API\u9884\u89c8\u63a8\u8fdb\u5230\u53ef\u4e0b\u8f7d\u3001\u81ea\u6258\u7ba1\u548c\u5b9a\u5236\u72b6\u6001\u3002\u8be5\u6a21\u578b\u662f\u539f\u751f\u591a\u6a21\u6001\u6df7\u5408\u4e13\u5bb6\u6a21\u578b\uff0c\u7ea6\u67091\u4e07\u4ebf\u603b\u53c2\u6570\u3001\u6bcf\u4e2atoken\u6fc0\u6d3b490\u4ebf\u53c2\u6570\uff0c\u652f\u6301\u6587\u672c\u548c\u56fe\u50cf\u8f93\u5165\u3001\u6587\u672c\u8f93\u51fa\u53ca100\u4e07token\u4e0a\u4e0b\u6587\u3002\u5b98\u65b9\u63d0\u4f9bFP8\u4e0eNVFP4\u4e24\u79cd\u53d8\u4f53\uff0c\u5e76\u8bf4\u660e\u53ef\u901a\u8fc7Transformers\u3001vLLM\u3001SGLang\u548cllama.cpp\u8fd0\u884c\uff1b\u6258\u7ba1\u7248\u672c\u540c\u65f6\u5728Mistral Studio\u3001Mistral API\u548cOpenRouter\u5f00\u653e\u3002<\/p>\n
\u6743\u91cd\u91c7\u7528Mistral Ecosystem Open-Weight License\u3002\u8be5\u8bb8\u53ef\u8bc1\u5141\u8bb8\u4f7f\u7528\u3001\u4fee\u6539\u3001\u5fae\u8c03\u548c\u4e00\u822c\u5546\u4e1a\u5316\uff0c\u4f46\u7ecf\u8425Model-as-a-Service\u4e1a\u52a1\u9700\u8981\u53e6\u884c\u53d6\u5f97Mistral\u5546\u4e1a\u8bb8\u53ef\uff0c\u56e0\u6b64\u4e0d\u7b49\u540c\u4e8e\u4e0d\u9644\u5e26\u4f7f\u7528\u6761\u4ef6\u7684MIT\u8bb8\u53ef\u300210\u670829\u65e5\u7248\u672c\u8fd8\u52a0\u5165\u4f4e\u3001\u4e2d\u3001\u9ad8\u4e09\u6863\u63a8\u7406\u5f3a\u5ea6\uff1bMistral\u62a5\u544a\u5176\u5728Terminal-Bench 4.0\u4e0a\u8f83\u9884\u89c8\u7248\u63d0\u9ad813\u4e2a\u767e\u5206\u70b9\u81f341%\uff0c\u5e76\u51cf\u5c1130%\u7684\u8f93\u51fatoken\u3002Hugging Face\u786e\u8ba4\u4e86\u4e24\u79cd\u5b98\u65b9\u6743\u91cd\u3001\u8bb8\u53ef\u8bc1\u4e0e\u65e5\u9996\u63a8\u7406\u652f\u6301\uff1b\u5177\u4f53\u80fd\u529b\u6570\u5b57\u4ecd\u4e3b\u8981\u6765\u81ea\u5f00\u53d1\u8005\u548c\u5408\u4f5c\u8bc4\u6d4b\uff0c\u5c1a\u65e0\u8986\u76d6\u5168\u90e8\u7f51\u7edc\u5b89\u5168\u80fd\u529b\u7684\u516c\u5f00\u72ec\u7acb\u590d\u73b0\u3002<\/p>\n
\u76f4\u63a5\u6765\u6e90\uff1aMistral\uff0c\u201cMistral Large 4 (Le Chonk) is now open weight\u201d\uff0c2026\u5e7410\u670829\u65e5\uff0chttps:\/\/mistral.ai\/news\/mistral-large-4-oss\/\uff1bHugging Face\uff0c\u201cWelcome Le Chonk: Mistral Large 4 on Hugging Face\u201d\uff0c2026\u5e7410\u670829\u65e5\uff0chttps:\/\/huggingface.co\/blog\/mistral-large4\uff1bReuters\uff0c\u201cMistral AI publicly releases Large 4, targets cybersecurity users\u201d\uff0c2026\u5e7410\u670829\u65e5\uff0chttps:\/\/www.reuters.com\/legal\/litigation\/mistral-ai-publicly-releases-large-4-targets-cybersecurity-users-2026-10-29\/<\/p>\n
Gemini 4 Carbon\u5f00\u59cb\u9762\u5411\u7f51\u7edc\u9632\u5fa1\u8005\u53d7\u9650\u5f00\u653e<\/p>\n
Google\u4e8e10\u670828\u65e5\u516c\u5e03Gemini 4 Carbon\uff0c\u5e76\u4ece\u672c\u5468\u5f00\u59cb\u5411\u4e00\u90e8\u5206\u7f51\u7edc\u9632\u5fa1\u8005\u5f00\u653e\uff0c\u4e4b\u540e\u518d\u901a\u8fc7Fairwind Program\u9010\u6b65\u6269\u5927\u5230\u66f4\u591a\u53d7\u4fe1\u4efb\u5408\u4f5c\u4f19\u4f34\u3002\u5f00\u53d1\u8005\u3001\u4f01\u4e1a\u548c\u666e\u901a\u6d88\u8d39\u8005\u5c1a\u672a\u83b7\u5f97\u5168\u9762\u8bbf\u95ee\uff0cGoogle\u4e5f\u6ca1\u6709\u5728\u516c\u544a\u4e2d\u7ed9\u51fa\u516c\u5f00API\u578b\u53f7\u6216\u666e\u904d\u5f00\u653e\u65e5\u671f\u3002\u521d\u59cb\u4ef7\u683c\u88ab\u5217\u4e3a\u6bcf\u767e\u4e07\u8f93\u5165token 2\u7f8e\u5143\u3001\u8f93\u51fatoken 10\u7f8e\u5143\uff0c\u7f13\u5b58\u8f93\u5165\u6309\u8f93\u5165\u4ef7\u683c\u76845%\u8ba1\u8d39\uff1b\u4f18\u60e0\u671f\u7ed3\u675f\u540e\u8ba1\u5212\u8c03\u6574\u4e3a4\u7f8e\u5143\u548c20\u7f8e\u5143\u3002<\/p>\n
Google\u62a5\u544aCarbon\u5728SEC-bench Pro\u3001ExploitGym\u548cCWE-bench\u4e0a\u7684\u6210\u7ee9\u5206\u522b\u4e3a88.2%\u300154.8%\u548c71.0%\uff0c\u5e76\u62a5\u544a\u5176\u5728\u95f4\u63a5\u63d0\u793a\u6ce8\u5165\u8bc4\u6d4b\u4e2d\u7684\u653b\u51fb\u6210\u529f\u7387\u4e3a0\u3002Artificial Analysis\u72ec\u7acb\u8bc4\u6d4b\u7ed9\u51fa\u7684Intelligence Index v5\u5f97\u5206\u4e3a59\uff0c\u5e76\u786e\u8ba4\u5b83\u5728\u8be5\u7248\u672c\u7efc\u5408\u6307\u6570\u4e2d\u4f4d\u5217\u7b2c\u4e00\uff0c\u4f46\u5728\u7f16\u7801\u548c\u77e5\u8bc6\u5de5\u4f5c\u5168\u90e8\u5206\u9879\u4e0a\u5e76\u975e\u90fd\u9886\u5148\u3002\u8be5\u8bc4\u6d4b\u540c\u65f6\u786e\u8ba4Carbon\u4ecd\u53ea\u5411\u9009\u5b9a\u7528\u6237\u63a8\u51fa\uff0c\u5c1a\u672a\u516c\u5f00\u53ef\u7528\u3002Google\u79f0\u6b63\u53c2\u4e0e\u7f8e\u56fd\u653f\u5e9c\u7684\u53d1\u5e03\u524d\u6a21\u578b\u6d4b\u8bd5\uff0c\u5e76\u5728\u6269\u5927\u5f00\u653e\u524d\u7ee7\u7eed\u6536\u96c6\u53cd\u9988\u3001\u8c03\u6574\u62a4\u680f\uff1b\u76ee\u524d\u6ca1\u6709\u516c\u5f00\u6743\u91cd\uff0c\u53c2\u6570\u89c4\u6a21\u4e5f\u672a\u62ab\u9732\u3002<\/p>\n
\u76f4\u63a5\u6765\u6e90\uff1aGoogle\uff0c\u201cGemini 4 Carbon: our next frontier model\u201d\uff0c2026\u5e7410\u670828\u65e5\uff0chttps:\/\/blog.google\/innovation-and-ai\/models-and-research\/gemini-models\/introducing-gemini-4-carbon\/\uff1bArtificial Analysis\uff0c\u201cGemini 4 Carbon is the new #1 on the Artificial Analysis Intelligence Index v5\u201d\uff0c2026\u5e7410\u670828\u65e5\uff0chttps:\/\/artificialanalysis.ai\/articles\/gemini-4-carbon-new-number-1<\/p>\n
GitHub Agentic Workflows\u6b63\u5f0f\u53ef\u7528<\/p>\n
GitHub\u4e8e10\u670828\u65e5\u5ba3\u5e03\u5f00\u6e90\u9879\u76eeGitHub Agentic Workflows\u6b63\u5f0f\u53ef\u7528\uff0c\u7ed3\u675f6\u6708\u5f00\u59cb\u7684\u516c\u5f00\u9884\u89c8\u3002\u5f00\u53d1\u8005\u53ef\u4ee5\u7528\u81ea\u7136\u8bed\u8a00Markdown\u6587\u4ef6\u5b9a\u4e49\u95ee\u9898\u5206\u7c7b\u3001CI\u5931\u8d25\u5206\u6790\u3001\u6587\u6863\u66f4\u65b0\u548c\u6d4b\u8bd5\u7f16\u5199\u7b49\u4efb\u52a1\uff0c\u5de5\u5177\u968f\u540e\u5c06\u5176\u7f16\u8bd1\u4e3a\u6807\u51c6GitHub Actions YAML\u3002\u5de5\u4f5c\u6d41\u6cbf\u7528\u73b0\u6709runner\u7ec4\u548c\u7b56\u7565\u9650\u5236\uff0c\u53ef\u4ee5\u4f7f\u7528GitHub Copilot\uff0c\u4e5f\u53ef\u4ee5\u63a5\u5165\u5176\u4ed6\u7f16\u7801\u667a\u80fd\u4f53\uff1b\u5de5\u5177\u73b0\u5df2\u9762\u5411GitHub Free\u3001Team\u548cEnterprise\u5f00\u653e\uff0c\u4f46\u9ed8\u8ba4Copilot CLI\u5f15\u64ce\u4ecd\u9700Copilot\u8bb8\u53ef\u8bc1\u3002<\/p>\n
\u76f8\u5bf9\u4e8e\u9884\u89c8\u7248\uff0c\u6b63\u5f0f\u7248\u589e\u52a0Actions Runner Controller\u548cDocker-in-Docker\u652f\u6301\uff0c\u9884\u7b97\u9884\u6d4b\u547d\u4ee4\u4e0d\u518d\u5904\u4e8e\u5b9e\u9a8c\u72b6\u6001\uff0c\u5e76\u52a0\u5165\u6a21\u578b\u8def\u7531\u3001\u5de5\u4f5c\u6d41\u6a21\u677f\u53ca\u66f4\u5f3a\u7684\u9694\u79bb\u9009\u9879\u3002\u9ed8\u8ba4\u6743\u9650\u4e3a\u53ea\u8bfb\uff0c\u667a\u80fd\u4f53\u5728\u6c99\u7bb1\u5bb9\u5668\u548cAgent Workflow Firewall\u540e\u8fd0\u884c\uff1b\u8f93\u51fa\u7ecf\u8fc7\u5b89\u5168\u8f93\u51fa\u9a8c\u8bc1\uff0c\u62df\u8bae\u53d8\u66f4\u8fd8\u63a5\u53d7\u4e13\u95e8\u7684\u5a01\u80c1\u68c0\u6d4b\u4efb\u52a1\u626b\u63cf\u3002\u7528\u6237\u53ef\u4ee5\u9009\u62e9Cloud Hypervisor\u6216NVX\u5fae\u578b\u865a\u62df\u673a\u9694\u79bb\u3002GitHub\u540c\u65f6\u4fdd\u7559\u4eba\u5de5\u5ba1\u67e5\u8d23\u4efb\uff0c\u6b63\u5f0f\u53ef\u7528\u5e76\u4e0d\u4ee3\u8868\u667a\u80fd\u4f53\u751f\u6210\u7684\u4fee\u6539\u53ef\u8df3\u8fc7\u4ee3\u7801\u5ba1\u6838\u6216\u6b63\u786e\u6027\u9a8c\u8bc1\u3002<\/p>\n
\u76f4\u63a5\u6765\u6e90\uff1aGitHub\uff0c\u201cGitHub Agentic Workflows generally available\u201d\uff0c2026\u5e7410\u670828\u65e5\uff0chttps:\/\/github.blog\/changelog\/2026-10-28-github-agentic-workflows-generally-available\/\uff1bGitHub\uff0c\u201cgithub\/gh-aw releases\u201d\uff0c\u622a\u81f32026\u5e7410\u670829\u65e5\uff0chttps:\/\/github.com\/github\/gh-aw\/releases<\/p>\n
\u6765\u6e90<\/p>\n
Mistral\uff0c\u201cMistral Large 4 (Le Chonk) is now open weight\u201d\uff0c2026\u5e7410\u670829\u65e5\uff0chttps:\/\/mistral.ai\/news\/mistral-large-4-oss\/<\/p>\n
Hugging Face\uff0c\u201cWelcome Le Chonk: Mistral Large 4 on Hugging Face\u201d\uff0c2026\u5e7410\u670829\u65e5\uff0chttps:\/\/huggingface.co\/blog\/mistral-large4<\/p>\n
Reuters\uff0c\u201cMistral AI publicly releases Large 4, targets cybersecurity users\u201d\uff0c2026\u5e7410\u670829\u65e5\uff0chttps:\/\/www.reuters.com\/legal\/litigation\/mistral-ai-publicly-releases-large-4-targets-cybersecurity-users-2026-10-29\/<\/p>\n
Google\uff0c\u201cGemini 4 Carbon: our next frontier model\u201d\uff0c2026\u5e7410\u670828\u65e5\uff0chttps:\/\/blog.google\/innovation-and-ai\/models-and-research\/gemini-models\/introducing-gemini-4-carbon\/<\/p>\n
Artificial Analysis\uff0c\u201cGemini 4 Carbon is the new #1 on the Artificial Analysis Intelligence Index v5\u201d\uff0c2026\u5e7410\u670828\u65e5\uff0chttps:\/\/artificialanalysis.ai\/articles\/gemini-4-carbon-new-number-1<\/p>\n
GitHub\uff0c\u201cGitHub Agentic Workflows generally available\u201d\uff0c2026\u5e7410\u670828\u65e5\uff0chttps:\/\/github.blog\/changelog\/2026-10-28-github-agentic-workflows-generally-available\/<\/p>\n
GitHub\uff0c\u201cgithub\/gh-aw releases\u201d\uff0c\u622a\u81f32026\u5e7410\u670829\u65e5\uff0chttps:\/\/github.com\/github\/gh-aw\/releases<\/p>\n
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