Palisade Research

{
  "id": "palisade-research",
  "numericId": null,
  "path": "/knowledge-base/organizations/palisade-research/",
  "filePath": "knowledge-base/organizations/palisade-research.mdx",
  "title": "Palisade Research",
  "quality": 65,
  "readerImportance": 87.5,
  "researchImportance": 50.5,
  "tacticalValue": 75,
  "contentFormat": "article",
  "tractability": null,
  "neglectedness": null,
  "uncertainty": null,
  "causalLevel": null,
  "lastUpdated": "2026-03-13",
  "dateCreated": "2026-02-15",
  "llmSummary": "Palisade Research is a 2023-founded nonprofit conducting empirical research on AI shutdown resistance and autonomous hacking capabilities, with notable findings that some frontier models resist shutdown commands but current systems cannot execute complex long-term plans. Their work provides concrete demonstrations of AI risks for policymakers but faces methodological criticism regarding prompt design and potential dual-use concerns.",
  "description": "Nonprofit organization investigating offensive AI capabilities and controllability of frontier AI models through empirical research on autonomous hacking, shutdown resistance, and agentic misalignment",
  "ratings": {
    "novelty": 6,
    "rigor": 5,
    "actionability": 7,
    "completeness": 8
  },
  "category": "organizations",
  "subcategory": "safety-orgs",
  "clusters": [
    "ai-safety",
    "community",
    "cyber"
  ],
  "metrics": {
    "wordCount": 2040,
    "tableCount": 2,
    "diagramCount": 0,
    "internalLinks": 28,
    "externalLinks": 3,
    "footnoteCount": 0,
    "bulletRatio": 0.27,
    "sectionCount": 22,
    "hasOverview": true,
    "structuralScore": 13
  },
  "suggestedQuality": 87,
  "updateFrequency": 21,
  "evergreen": true,
  "wordCount": 2040,
  "unconvertedLinks": [],
  "unconvertedLinkCount": 0,
  "convertedLinkCount": 0,
  "backlinkCount": 5,
  "citationHealth": {
    "total": 24,
    "withQuotes": 20,
    "verified": 19,
    "accuracyChecked": 19,
    "accurate": 10,
    "inaccurate": 0,
    "avgScore": 0.9122591450810432
  },
  "hallucinationRisk": {
    "level": "high",
    "score": 75,
    "factors": [
      "biographical-claims",
      "no-citations"
    ]
  },
  "entityType": "organization",
  "redundancy": {
    "maxSimilarity": 15,
    "similarPages": [
      {
        "id": "ai-futures-project",
        "title": "AI Futures Project",
        "path": "/knowledge-base/organizations/ai-futures-project/",
        "similarity": 15
      },
      {
        "id": "frontier-model-forum",
        "title": "Frontier Model Forum",
        "path": "/knowledge-base/organizations/frontier-model-forum/",
        "similarity": 15
      },
      {
        "id": "nist-ai",
        "title": "NIST and AI Safety",
        "path": "/knowledge-base/organizations/nist-ai/",
        "similarity": 15
      },
      {
        "id": "dan-hendrycks",
        "title": "Dan Hendrycks",
        "path": "/knowledge-base/people/dan-hendrycks/",
        "similarity": 15
      },
      {
        "id": "apollo-research",
        "title": "Apollo Research",
        "path": "/knowledge-base/organizations/apollo-research/",
        "similarity": 14
      }
    ]
  },
  "changeHistory": [
    {
      "date": "2026-02-18",
      "branch": "claude/fix-issue-240-N5irU",
      "title": "Surface tacticalValue in /wiki table and score 53 pages",
      "summary": "Added `tacticalValue` to `ExploreItem` interface, `getExploreItems()` mappings, the `/wiki` explore table (new sortable \"Tact.\" column), and the card view sort dropdown. Scored 49 new pages with tactical values (4 were already scored), bringing total to 53.",
      "model": "sonnet-4",
      "duration": "~30min"
    }
  ],
  "coverage": {
    "passing": 8,
    "total": 13,
    "targets": {
      "tables": 8,
      "diagrams": 1,
      "internalLinks": 16,
      "externalLinks": 10,
      "footnotes": 6,
      "references": 6
    },
    "actuals": {
      "tables": 2,
      "diagrams": 0,
      "internalLinks": 28,
      "externalLinks": 3,
      "footnotes": 0,
      "references": 1,
      "quotesWithQuotes": 20,
      "quotesTotal": 24,
      "accuracyChecked": 19,
      "accuracyTotal": 24
    },
    "items": {
      "llmSummary": "green",
      "schedule": "green",
      "entity": "green",
      "editHistory": "green",
      "overview": "green",
      "tables": "amber",
      "diagrams": "red",
      "internalLinks": "green",
      "externalLinks": "amber",
      "footnotes": "red",
      "references": "amber",
      "quotes": "green",
      "accuracy": "green"
    },
    "editHistoryCount": 1,
    "ratingsString": "N:6 R:5 A:7 C:8"
  },
  "readerRank": 34,
  "researchRank": 278,
  "recommendedScore": 195.42
}

{
  "grokipedia": "https://grokipedia.com/page/Palisade_Research"
}