Longterm Wiki

Forecasting Research Institute

friorganizationPath: /knowledge-base/organizations/fri/
E147Entity ID (EID)
← Back to page9 backlinksQuality: 55Updated: 2026-03-13
Page Recorddatabase.json — merged from MDX frontmatter + Entity YAML + computed metrics at build time
{
  "id": "fri",
  "numericId": null,
  "path": "/knowledge-base/organizations/fri/",
  "filePath": "knowledge-base/organizations/fri.mdx",
  "title": "Forecasting Research Institute",
  "quality": 55,
  "readerImportance": 35.5,
  "researchImportance": 58,
  "tacticalValue": null,
  "contentFormat": "article",
  "tractability": null,
  "neglectedness": null,
  "uncertainty": null,
  "causalLevel": null,
  "lastUpdated": "2026-03-13",
  "dateCreated": "2026-02-15",
  "llmSummary": "FRI's XPT tournament found superforecasters gave 9.7% average probability to AI progress outcomes that occurred vs 24.6% from domain experts, suggesting superforecasters systematically underestimate AI progress. Their research shows median expert AI extinction risk at 3% by 2100 vs 0.38% from superforecasters, with minimal belief convergence despite structured debate.",
  "description": "The Forecasting Research Institute (FRI) advances forecasting methodology through large-scale tournaments and rigorous experiments. Their Existential Risk Persuasion Tournament (XPT) found superforecasters gave 9.7% average probability to observed AI progress outcomes, while domain experts gave 24.6%. FRI's ForecastBench provides the first contamination-free benchmark for LLM forecasting accuracy.",
  "ratings": {
    "novelty": 4.5,
    "rigor": 6,
    "actionability": 4,
    "completeness": 6.5
  },
  "category": "organizations",
  "subcategory": "epistemic-orgs",
  "clusters": [
    "epistemics",
    "community",
    "ai-safety"
  ],
  "metrics": {
    "wordCount": 3854,
    "tableCount": 26,
    "diagramCount": 1,
    "internalLinks": 11,
    "externalLinks": 61,
    "footnoteCount": 0,
    "bulletRatio": 0.12,
    "sectionCount": 42,
    "hasOverview": true,
    "structuralScore": 15
  },
  "suggestedQuality": 100,
  "updateFrequency": 45,
  "evergreen": true,
  "wordCount": 3854,
  "unconvertedLinks": [
    {
      "text": "forecastingresearch.org",
      "url": "https://forecastingresearch.org/",
      "resourceId": "46c32aeaf3c3caac",
      "resourceTitle": "Forecasting Research Institute"
    },
    {
      "text": "Forecasting Research Institute",
      "url": "https://forecastingresearch.org/",
      "resourceId": "46c32aeaf3c3caac",
      "resourceTitle": "Forecasting Research Institute"
    },
    {
      "text": "Existential Risk Persuasion Tournament (XPT)",
      "url": "https://forecastingresearch.org/xpt",
      "resourceId": "5c91c25b0c337e1b",
      "resourceTitle": "XPT Results"
    },
    {
      "text": "*International Journal of Forecasting*",
      "url": "https://www.sciencedirect.com/science/article/abs/pii/S0169207024001250",
      "resourceId": "d53c6b234827504e",
      "resourceTitle": "ScienceDirect"
    },
    {
      "text": "Good Judgment Project (GJP)",
      "url": "https://en.wikipedia.org/wiki/The_Good_Judgment_Project",
      "resourceId": "005e69824dedfd4b",
      "resourceTitle": "The Good Judgment Project - Wikipedia"
    },
    {
      "text": "minimal convergence of beliefs",
      "url": "https://www.sciencedirect.com/science/article/abs/pii/S0169207024001250",
      "resourceId": "d53c6b234827504e",
      "resourceTitle": "ScienceDirect"
    },
    {
      "text": "Subjective-probability forecasts of existential risk",
      "url": "https://www.sciencedirect.com/science/article/abs/pii/S0169207024001250",
      "resourceId": "d53c6b234827504e",
      "resourceTitle": "ScienceDirect"
    },
    {
      "text": "FRI Website",
      "url": "https://forecastingresearch.org/",
      "resourceId": "46c32aeaf3c3caac",
      "resourceTitle": "Forecasting Research Institute"
    },
    {
      "text": "XPT Project Page",
      "url": "https://forecastingresearch.org/xpt",
      "resourceId": "5c91c25b0c337e1b",
      "resourceTitle": "XPT Results"
    },
    {
      "text": "Forecasting Research Institute",
      "url": "https://forecastingresearch.org/",
      "resourceId": "46c32aeaf3c3caac",
      "resourceTitle": "Forecasting Research Institute"
    },
    {
      "text": "Subjective-probability forecasts of existential risk (Int. Journal of Forecasting)",
      "url": "https://www.sciencedirect.com/science/article/abs/pii/S0169207024001250",
      "resourceId": "d53c6b234827504e",
      "resourceTitle": "ScienceDirect"
    },
    {
      "text": "The Good Judgment Project (Wikipedia)",
      "url": "https://en.wikipedia.org/wiki/The_Good_Judgment_Project",
      "resourceId": "005e69824dedfd4b",
      "resourceTitle": "The Good Judgment Project - Wikipedia"
    },
    {
      "text": "Philip E. Tetlock (Wikipedia)",
      "url": "https://en.wikipedia.org/wiki/Philip_E._Tetlock",
      "resourceId": "db2af50cd08e3e4a",
      "resourceTitle": "Philip E. Tetlock - Wikipedia"
    }
  ],
  "unconvertedLinkCount": 13,
  "convertedLinkCount": 0,
  "backlinkCount": 9,
  "hallucinationRisk": {
    "level": "high",
    "score": 75,
    "factors": [
      "biographical-claims",
      "no-citations"
    ]
  },
  "entityType": "organization",
  "redundancy": {
    "maxSimilarity": 29,
    "similarPages": [
      {
        "id": "xpt",
        "title": "XPT (Existential Risk Persuasion Tournament)",
        "path": "/knowledge-base/responses/xpt/",
        "similarity": 29
      },
      {
        "id": "metaculus",
        "title": "Metaculus",
        "path": "/knowledge-base/organizations/metaculus/",
        "similarity": 16
      },
      {
        "id": "philip-tetlock",
        "title": "Philip Tetlock (Forecasting Pioneer)",
        "path": "/knowledge-base/people/philip-tetlock/",
        "similarity": 16
      },
      {
        "id": "good-judgment",
        "title": "Good Judgment (Forecasting)",
        "path": "/knowledge-base/organizations/good-judgment/",
        "similarity": 15
      },
      {
        "id": "reasoning",
        "title": "Reasoning and Planning",
        "path": "/knowledge-base/capabilities/reasoning/",
        "similarity": 13
      }
    ]
  },
  "coverage": {
    "passing": 6,
    "total": 13,
    "targets": {
      "tables": 15,
      "diagrams": 2,
      "internalLinks": 31,
      "externalLinks": 19,
      "footnotes": 12,
      "references": 12
    },
    "actuals": {
      "tables": 26,
      "diagrams": 1,
      "internalLinks": 11,
      "externalLinks": 61,
      "footnotes": 0,
      "references": 5,
      "quotesWithQuotes": 0,
      "quotesTotal": 0,
      "accuracyChecked": 0,
      "accuracyTotal": 0
    },
    "items": {
      "llmSummary": "green",
      "schedule": "green",
      "entity": "green",
      "editHistory": "red",
      "overview": "green",
      "tables": "green",
      "diagrams": "amber",
      "internalLinks": "amber",
      "externalLinks": "green",
      "footnotes": "red",
      "references": "amber",
      "quotes": "red",
      "accuracy": "red"
    },
    "ratingsString": "N:4.5 R:6 A:4 C:6.5"
  },
  "readerRank": 412,
  "researchRank": 236,
  "recommendedScore": 149.61
}
External Links

No external links

Backlinks (9)
idtitletyperelationship
philip-tetlockPhilip Tetlock (Forecasting Pioneer)person
arb-researchArb Researchorganization
epistemic-orgs-overviewEpistemic & Forecasting Organizations (Overview)concept
samotsvetySamotsvetyorganization
swift-centreSwift Centreorganization
vipul-naikVipul Naikperson
ai-forecastingAI-Augmented Forecastingapproach
forecastbenchForecastBenchproject
xptXPT (Existential Risk Persuasion Tournament)project
Longterm Wiki