{
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  "title": "Gemini 3.5 Flash Cyber · Versionen",
  "description": "Google DeepMind 于 2026 年 7 月 21 日 发布的 Gemini 3.5 Flash Cyber。",
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    "title": "Gemini 3.5 Flash Cyber",
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    "summary": "Google DeepMind 于 2026 年 7 月 21 日 发布的 Gemini 3.5 Flash Cyber。",
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      {
        "id": "s1",
        "title": "Introducing Gemini 3.6 Flash, 3.5 Flash-Lite, and 3.5 Flash Cyber",
        "url": "https://deepmind.google/blog/introducing-gemini-36-flash-35-flash-lite-and-35-flash-cyber"
      },
      {
        "id": "s2",
        "title": "Introducing Gemini 3.6 Flash, 3.5 Flash-Lite, and 3.5 Flash Cyber",
        "url": "https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-3-6-flash-3-5-flash-lite-3-5-flash-cyber"
      },
      {
        "id": "s3",
        "title": "Google's Gemini 3.5 Flash Cyber becomes a vulnerability hunter",
        "url": "https://www.helpnetsecurity.com/2026/07/22/google-gemini-3-5-flash-cyber-model/"
      },
      {
        "id": "s4",
        "title": "Gemini 3.5 Flash Cyber and the Rise of Gated AI Models",
        "url": "https://www.digitalapplied.com/blog/gemini-3-5-flash-cyber-restricted-security-model-2026"
      }
    ],
    "createdAt": "2026-11-11T13:45:19+08:00",
    "updatedAt": "2026-11-11T13:45:19+08:00",
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    "body": "## 发布背景\n\nGemini 3.5 Flash Cyber 是 [[organization_google_deepmind|Google DeepMind]] 于 2026 年 7 月 21 日 发布的 Gemini 模型[^s1]。官方未公布其公开API标识、定价、上下文窗口与最大输出，仅称每token价格低于更大模型。[^s1]\n\n## 定价与获取\n\n官方未公布其公开 API 标识、定价、上下文窗口与最大输出，仅称每 token 价格低于更大模型[^s1]。\n\n## 性能表现\n\n以下均为 Google DeepMind 在发布公告与技术报告中公布的厂商自报成绩，尚未经独立复现：\n\n- CyberGym：未公布具体数值，厂商报告称其在 CodeMender 内与更大模型达到前沿竞争水平；CodeMender 每次报告最多调用该模型 5 次[^s1]。\n- V8 JavaScript引擎漏洞发现：55个已确认独特问题（厂商报告），高于Gemini 3.5 Flash的47个和Claude Opus 4.6的36个，其中10个为仅其发现[^s1]。\n\n## 主要特点\n\n仅通过CodeMender向政府机构与受信任合作伙伴提供有限试点，不面向公众开放[^s1]。\n\n基于[[work_gemini_3_5_flash|Gemini 3.5 Flash]]微调，专用于发现、验证与修补软件漏洞[^s1]。\n\n## 定位\n\n它是Gemini 3.5 Flash的网络安全特化分支，与同期发布的Gemini 3.6 Flash和Gemini 3.5 Flash-Lite同属Flash系列，尚无公开的后继型号。截至 2026 年 11 月，该模型处于受限供应状态。",
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