Model Registries

{
  "id": "model-registries",
  "numericId": null,
  "path": "/knowledge-base/responses/model-registries/",
  "filePath": "knowledge-base/responses/model-registries.mdx",
  "title": "Model Registries",
  "quality": 68,
  "readerImportance": 21,
  "researchImportance": 47.5,
  "tacticalValue": null,
  "contentFormat": "article",
  "tractability": null,
  "neglectedness": null,
  "uncertainty": null,
  "causalLevel": null,
  "lastUpdated": "2026-03-13",
  "dateCreated": "2026-02-15",
  "llmSummary": "Analyzes model registries as foundational governance infrastructure across US (≥10^26 FLOP threshold), EU (≥10^25 FLOP), and state-level implementations, showing they enable pre-deployment review and incident tracking but don't prevent harm directly. Provides specific implementation recommendations including 30-90 day pre-deployment notification and 72-hour incident reporting, with medium-high confidence that registries improve visibility and incident learning.",
  "description": "Centralized databases of frontier AI models that enable governments to track development, enforce safety requirements, and coordinate international oversight—serving as foundational infrastructure for AI governance analogous to drug registries for the FDA.",
  "ratings": {
    "novelty": 4,
    "rigor": 6.5,
    "actionability": 7,
    "completeness": 7.5
  },
  "category": "responses",
  "subcategory": "governance",
  "clusters": [
    "ai-safety",
    "governance"
  ],
  "metrics": {
    "wordCount": 1657,
    "tableCount": 8,
    "diagramCount": 1,
    "internalLinks": 6,
    "externalLinks": 17,
    "footnoteCount": 0,
    "bulletRatio": 0.33,
    "sectionCount": 25,
    "hasOverview": true,
    "structuralScore": 14
  },
  "suggestedQuality": 93,
  "updateFrequency": 21,
  "evergreen": true,
  "wordCount": 1657,
  "unconvertedLinks": [
    {
      "text": "SB 53",
      "url": "https://www.gov.ca.gov/2025/09/29/governor-newsom-signs-sb-53-advancing-californias-world-leading-artificial-intelligence-industry/",
      "resourceId": "bf53f65297df2402",
      "resourceTitle": "Governor Newsom Signs SB 53, California Governor's Office"
    },
    {
      "text": "EU AI Act",
      "url": "https://digital-strategy.ec.europa.eu/en/policies/regulatory-framework-ai",
      "resourceId": "acc5ad4063972046",
      "resourceTitle": "European Commission: EU AI Act"
    },
    {
      "text": "Institute for Law & AI",
      "url": "https://law-ai.org/the-role-of-compute-thresholds-for-ai-governance/",
      "resourceId": "510c42bfa643b8de",
      "resourceTitle": "EU AI Act"
    },
    {
      "text": "\"The Role of Compute Thresholds for AI Governance\"",
      "url": "https://law-ai.org/the-role-of-compute-thresholds-for-ai-governance/",
      "resourceId": "510c42bfa643b8de",
      "resourceTitle": "EU AI Act"
    },
    {
      "text": "Regulation (EU) 2024/1689",
      "url": "https://digital-strategy.ec.europa.eu/en/policies/regulatory-framework-ai",
      "resourceId": "acc5ad4063972046",
      "resourceTitle": "European Commission: EU AI Act"
    },
    {
      "text": "Transparency in Frontier Artificial Intelligence Act",
      "url": "https://www.gov.ca.gov/2025/09/29/governor-newsom-signs-sb-53-advancing-californias-world-leading-artificial-intelligence-industry/",
      "resourceId": "bf53f65297df2402",
      "resourceTitle": "Governor Newsom Signs SB 53, California Governor's Office"
    }
  ],
  "unconvertedLinkCount": 6,
  "convertedLinkCount": 0,
  "backlinkCount": 0,
  "hallucinationRisk": {
    "level": "medium",
    "score": 55,
    "factors": [
      "no-citations"
    ]
  },
  "entityType": "policy",
  "redundancy": {
    "maxSimilarity": 15,
    "similarPages": [
      {
        "id": "regulation-debate",
        "title": "Government Regulation vs Industry Self-Governance",
        "path": "/knowledge-base/debates/regulation-debate/",
        "similarity": 15
      },
      {
        "id": "governance-overview",
        "title": "AI Governance & Policy (Overview)",
        "path": "/knowledge-base/responses/governance-overview/",
        "similarity": 15
      },
      {
        "id": "thresholds",
        "title": "Compute Thresholds",
        "path": "/knowledge-base/responses/thresholds/",
        "similarity": 15
      },
      {
        "id": "california-sb53",
        "title": "California SB 53",
        "path": "/knowledge-base/responses/california-sb53/",
        "similarity": 14
      },
      {
        "id": "china-ai-regulations",
        "title": "China AI Regulations",
        "path": "/knowledge-base/responses/china-ai-regulations/",
        "similarity": 14
      }
    ]
  },
  "coverage": {
    "passing": 7,
    "total": 13,
    "targets": {
      "tables": 7,
      "diagrams": 1,
      "internalLinks": 13,
      "externalLinks": 8,
      "footnotes": 5,
      "references": 5
    },
    "actuals": {
      "tables": 8,
      "diagrams": 1,
      "internalLinks": 6,
      "externalLinks": 17,
      "footnotes": 0,
      "references": 3,
      "quotesWithQuotes": 0,
      "quotesTotal": 0,
      "accuracyChecked": 0,
      "accuracyTotal": 0
    },
    "items": {
      "llmSummary": "green",
      "schedule": "green",
      "entity": "green",
      "editHistory": "red",
      "overview": "green",
      "tables": "green",
      "diagrams": "green",
      "internalLinks": "amber",
      "externalLinks": "green",
      "footnotes": "red",
      "references": "amber",
      "quotes": "red",
      "accuracy": "red"
    },
    "ratingsString": "N:4 R:6.5 A:7 C:7.5"
  },
  "readerRank": 514,
  "researchRank": 296,
  "recommendedScore": 168.08
}

{
  "lesswrong": "https://www.lesswrong.com/tag/ai-governance"
}

No backlinks