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  <title>Gemini 3.5 Flash Cyber</title>
  <description>Google DeepMind 于 2026 年 7 月 21 日 发布的 Gemini 3.5 Flash Cyber。</description>
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    <summary>Google DeepMind 于 2026 年 7 月 21 日 发布的 Gemini 3.5 Flash Cyber。</summary>
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        <title>Introducing Gemini 3.6 Flash, 3.5 Flash-Lite, and 3.5 Flash Cyber</title>
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        <title>Introducing Gemini 3.6 Flash, 3.5 Flash-Lite, and 3.5 Flash Cyber</title>
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    <body>## 发布背景&#xA;&#xA;Gemini 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]&#xA;&#xA;## 定价与获取&#xA;&#xA;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]。&#xA;&#xA;## 性能表现&#xA;&#xA;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：&#xA;&#xA;- 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]。&#xA;- 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]。&#xA;&#xA;## 主要特点&#xA;&#xA;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]。&#xA;&#xA;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]。&#xA;&#xA;## 定位&#xA;&#xA;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。</body>
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