{
 "generated": "2026-11-02",
 "node": {
  "id": "map:ai-governance",
  "type": "Map",
  "name": "AI 治理与问责",
  "slug": "ai-governance",
  "map_kind": "structure",
  "page": "/graph/e/map/ai-governance/",
  "h1": "AI 治理与问责",
  "scope": "这张图追的不是\"哪个国家又出了一份AI监管草案\"，而是当AI公司做错事、说错话、或者干脆被起诉时，真正能落到实处的问责机制是什么——法院判例、监管机构表态、诉讼案由、政府采购审查、行业自律工具，各自的约束力天差地别。范围：国际监管框架 → 立法与金融监管机构表态 → 版权与训练数据诉讼 → 政府采购与国家安全问责 → 司法系统AI使用问责 → 行业自律与安全机制。每条都标注证据强度（官方确认/媒体转述/未证实传闻），数字类声明尽量核对到一手信源。",
  "methodology": "入选门槛——判例/监管文件/官方公告优先采信一手信源（法院判决书、政府官网、公司自己的新闻稿）；媒体转述的引语明确标注（灰色 conflow 标记）为\"未直接核实一手文本\"，不与已确认事实混同。这一层信息更新速度不像算力/芯片那么快，但准确性要求更高——一条引语归属错误可能直接构成对某个真实机构/个人的失实陈述，建议保持至少月度复核频率，判决/裁决类条目发现新进展应随时更新。",
  "overview": "六层大致按\"谁定规则 → 谁公开表态 → 谁去打官司 → 谁管政府自己怎么用 → 谁管法院怎么用 → 行业自己怎么管自己\"排布；前两层是\"规则/表态\"层，中间两层是\"真金白银的问责\"层，第五层是\"使用者问责\"，第六层横向补位，不在链条末端。",
  "overview_caption": "前两层定规则/发表态，中间两层是真正有代价的问责，第五层管使用者自己，第六层是行业自己搭的安全网",
  "badges": [
   "最后更新 2026-09-04",
   "当前版本 v1",
   "下次复核 ~2026-10"
  ],
  "version": 1,
  "first_published": "2026-09-04",
  "last_updated": "2026-09-04",
  "next_review": "~2026-10",
  "summary": "AI治理与问责的持续更新结构图：从国际监管框架、立法与金融监管机构表态，到版权训练数据诉讼、政府采购与国家安全问责、司法系统AI使用问责，再到行业自律与安全机制——当AI公司做错事时，真正能落地的问责渠道是什么，各自的证据强度和约束力有多大。",
  "tags": [
   "landscape",
   "governance",
   "regulation",
   "litigation",
   "accountability",
   "legal"
  ],
  "version_log": [
   {
    "v": 1,
    "date": "2026-09-04",
    "summary": "首次建立：覆盖6层（国际监管框架/立法金融监管表态/版权训练数据诉讼/政府采购国安问责/司法系统AI使用问责/行业自律安全机制），基于3路并行研究汇总，共42个玩家条目。触发原因：EP.101故事线B的内容不适合塞进已有的《Agent安全攻击面》图谱（那张图专注技术攻击面），补一张专管法律/监管/问责的图谱。"
   }
  ],
  "changelog": [
   {
    "date": "2026-09-04",
    "version": "v1",
    "text": "首次建立：覆盖6层（国际监管框架/立法金融监管表态/版权训练数据诉讼/政府采购国安问责/司法系统AI使用问责/行业自律安全机制），基于3路并行研究汇总，共42个玩家条目，每条尽量交叉核实至少一个一手信源。触发原因：EP.101故事线B的内容（AI安全从声明走向机制）不适合塞进已有的《Agent安全攻击面》图谱——那张图专注技术攻击面，这里补一张专管法律/监管/问责的图谱。"
   }
  ],
  "tech_legend": {},
  "n_layers": 6,
  "n_rows": 47,
  "degree": 0
 },
 "page": "https://xiaopingfeng.com/graph/e/map/ai-governance/",
 "out": [],
 "in": [
  {
   "type": "in_map",
   "sentence": "国际监管框架属于图谱「AI 治理与问责」",
   "direction": "in",
   "id": "layer:ai-governance--1",
   "name": "国际监管框架",
   "status": "derived",
   "evidence": [
    {
     "kind": "own",
     "label": "本站页面",
     "text": "Landscape「AI 治理与问责」的Layer 01「国际监管框架」",
     "url": "https://xiaopingfeng.com/graph/e/layer/ai-governance--1/"
    }
   ]
  },
  {
   "type": "in_map",
   "sentence": "立法/金融监管表态属于图谱「AI 治理与问责」",
   "direction": "in",
   "id": "layer:ai-governance--2",
   "name": "立法/金融监管表态",
   "status": "derived",
   "evidence": [
    {
     "kind": "own",
     "label": "本站页面",
     "text": "Landscape「AI 治理与问责」的Layer 02「立法/金融监管表态」",
     "url": "https://xiaopingfeng.com/graph/e/layer/ai-governance--2/"
    }
   ]
  },
  {
   "type": "in_map",
   "sentence": "版权与训练数据诉讼属于图谱「AI 治理与问责」",
   "direction": "in",
   "id": "layer:ai-governance--3",
   "name": "版权与训练数据诉讼",
   "status": "derived",
   "evidence": [
    {
     "kind": "own",
     "label": "本站页面",
     "text": "Landscape「AI 治理与问责」的Layer 03「版权与训练数据诉讼」",
     "url": "https://xiaopingfeng.com/graph/e/layer/ai-governance--3/"
    }
   ]
  },
  {
   "type": "in_map",
   "sentence": "政府采购与国安问责属于图谱「AI 治理与问责」",
   "direction": "in",
   "id": "layer:ai-governance--4",
   "name": "政府采购与国安问责",
   "status": "derived",
   "evidence": [
    {
     "kind": "own",
     "label": "本站页面",
     "text": "Landscape「AI 治理与问责」的Layer 04「政府采购与国安问责」",
     "url": "https://xiaopingfeng.com/graph/e/layer/ai-governance--4/"
    }
   ]
  },
  {
   "type": "in_map",
   "sentence": "司法系统 AI使用问责属于图谱「AI 治理与问责」",
   "direction": "in",
   "id": "layer:ai-governance--5",
   "name": "司法系统 AI使用问责",
   "status": "derived",
   "evidence": [
    {
     "kind": "own",
     "label": "本站页面",
     "text": "Landscape「AI 治理与问责」的Layer 05「司法系统 AI使用问责」",
     "url": "https://xiaopingfeng.com/graph/e/layer/ai-governance--5/"
    }
   ]
  },
  {
   "type": "in_map",
   "sentence": "行业自律与安全机制属于图谱「AI 治理与问责」",
   "direction": "in",
   "id": "layer:ai-governance--6",
   "name": "行业自律与安全机制",
   "status": "derived",
   "evidence": [
    {
     "kind": "own",
     "label": "本站页面",
     "text": "Landscape「AI 治理与问责」的Layer 06「行业自律与安全机制」",
     "url": "https://xiaopingfeng.com/graph/e/layer/ai-governance--6/"
    }
   ]
  },
  {
   "type": "in_map",
   "sentence": "版权诉讼里，\"过程曝光\"正在变得比\"最终判决\"更快构成实质压力。属于图谱「AI 治理与问责」",
   "direction": "in",
   "id": "trend:ai-governance--1",
   "name": "版权诉讼里，\"过程曝光\"正在变得比\"最终判决\"更快构成实质压力。",
   "status": "derived",
   "evidence": [
    {
     "kind": "own",
     "label": "本站页面",
     "text": "Landscape「AI 治理与问责」的「最近的关键变化」第 1 条",
     "url": "https://xiaopingfeng.com/graph/e/map/ai-governance/#trends"
    }
   ]
  },
  {
   "type": "in_map",
   "sentence": "同一批法官对\"训练是否构成合理使用\"给出了方向相反的判决，这个核心法律问题还没收敛。属于图谱「AI 治理与问责」",
   "direction": "in",
   "id": "trend:ai-governance--2",
   "name": "同一批法官对\"训练是否构成合理使用\"给出了方向相反的判决，这个核心法律问题还没收敛。",
   "status": "derived",
   "evidence": [
    {
     "kind": "own",
     "label": "本站页面",
     "text": "Landscape「AI 治理与问责」的「最近的关键变化」第 2 条",
     "url": "https://xiaopingfeng.com/graph/e/map/ai-governance/#trends"
    }
   ]
  },
  {
   "type": "in_map",
   "sentence": "金融监管机构第一次开始\"点名\"具体前沿模型谈系统性风险，不再只是泛泛警告。属于图谱「AI 治理与问责」",
   "direction": "in",
   "id": "trend:ai-governance--3",
   "name": "金融监管机构第一次开始\"点名\"具体前沿模型谈系统性风险，不再只是泛泛警告。",
   "status": "derived",
   "evidence": [
    {
     "kind": "own",
     "label": "本站页面",
     "text": "Landscape「AI 治理与问责」的「最近的关键变化」第 3 条",
     "url": "https://xiaopingfeng.com/graph/e/map/ai-governance/#trends"
    }
   ]
  },
  {
   "type": "in_map",
   "sentence": "AI幻觉在司法系统里的问责案例，已经从\"个案曝光\"变成了\"可查询的公开数据库\"。属于图谱「AI 治理与问责」",
   "direction": "in",
   "id": "trend:ai-governance--4",
   "name": "AI幻觉在司法系统里的问责案例，已经从\"个案曝光\"变成了\"可查询的公开数据库\"。",
   "status": "derived",
   "evidence": [
    {
     "kind": "own",
     "label": "本站页面",
     "text": "Landscape「AI 治理与问责」的「最近的关键变化」第 4 条",
     "url": "https://xiaopingfeng.com/graph/e/map/ai-governance/#trends"
    }
   ]
  },
  {
   "type": "in_map",
   "sentence": "\"公司主动请外部人查自己\"正在成为一种可信度更高的问责范式。属于图谱「AI 治理与问责」",
   "direction": "in",
   "id": "trend:ai-governance--5",
   "name": "\"公司主动请外部人查自己\"正在成为一种可信度更高的问责范式。",
   "status": "derived",
   "evidence": [
    {
     "kind": "own",
     "label": "本站页面",
     "text": "Landscape「AI 治理与问责」的「最近的关键变化」第 5 条",
     "url": "https://xiaopingfeng.com/graph/e/map/ai-governance/#trends"
    }
   ]
  }
 ]
}