{
 "generated": "2026-11-06",
 "sha": "78bbd39a8828",
 "node": {
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  "name": "GPT-6 Cyber",
  "slug": "gpt-6-cyber",
  "date": "2026-11-05",
  "category": "closed-llm",
  "category_zh": "闭源 LLM",
  "access": "closed",
  "eps": [
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  "page": "/graph/models/#m-gpt-6-cyber",
  "size": "专门做网络安全的模型，GPT-5.6 Cyber 的后继；官方页没有写参数规模、上下文长度和架构",
  "avail": "仅 API 和 Codex，先只给一小批经批准的 Daybreak Red 客户，官方说“很快”逐步扩到所有 Daybreak Red 客户；Daybreak Red 的 API 默认要求 IP 白名单；OpenAI 价格页：输入每百万 token $20.00、输出 $100.00（同页 GPT-6 Astra 标准档是 $10 / $50）",
  "license_full": "闭源，按 OpenAI 的服务条款和 Daybreak 的准入条件使用",
  "facts": [
   "官方自测（厂商自述）：ExploitGym（对指定漏洞做出利用）48.5%，GPT-5.6 Cyber 是 32.1%；无源码的 Web 渗透测试漏洞召回 40.3%，GPT-6 Astra 是 32.0%；新建的 RemoteExploitBench（GitLab、PostgreSQL、Jenkins 的已知漏洞）上，带 Daybreak Blue 的 GPT-6 Astra 拒绝了 100% 的任务，GPT-6 Cyber 完成 95%",
   "按 OpenAI 的 Preparedness Framework，它的网络安全能力被归为 Critical（GPT-5.6 Cyber 是 High）；“不出界”测试 ExploitGym Honeypot：没有部署提示时 99.93% 不去攻击范围外的服务，上一代是 94.49%",
   "OpenAI 说用它做出了 948 个 Linux 提权利用（11-04 的流水线文章没点名，这页点了名）和 Firefox 里 81 个被 Mozilla 定为高危的新漏洞，并按 Linux 社区的指引向维护者披露了 304 个关键发现、附候选补丁"
  ],
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  "ep_tags": {
   "110": "官方页 11-05"
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  "covered_eps": [
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  "n_covered_eps": 1,
  "covered_first": 110,
  "covered_last": 110,
  "n_covered_stories": 0,
  "n_covered_items": 2,
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 "page": "https://xiaopingfeng.com/graph/e/model/gpt-6-cyber/",
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   "unit": "",
   "role": "primary",
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   "direction": "out",
   "id": "layer:ai-models--2",
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   "status": "derived",
   "evidence": [
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     "kind": "own",
     "label": "本站页面",
     "text": "AI 新模型台账：GPT-6 Cyber（闭源 / 仅 API 的语言模型）",
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 "in": [
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   "type": "covers",
   "sentence": "OpenAI：一次运行为 948 个 Linux 本地提权漏洞验证并生成了补丁，API 成本约 121 万美元讲到GPT-6 Cyber",
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