Skip to content
Longterm Wiki has not been actively maintained since May 2026. Some data is still updated occasionally, but please don't rely on this site being current or accurate.
Longterm Wiki

SquiggleAI

squiggleaiprojectPath: /knowledge-base/responses/squiggleai/
E287Entity ID (EID)
← Back to page6 backlinksQuality: 37Updated: 2026-01-29
Page Recorddatabase.json — merged from MDX frontmatter + Entity YAML + computed metrics at build time
{
  "id": "squiggleai",
  "wikiId": "E287",
  "path": "/knowledge-base/responses/squiggleai/",
  "filePath": "knowledge-base/responses/squiggleai.mdx",
  "title": "SquiggleAI",
  "quality": 37,
  "readerImportance": 14.5,
  "researchImportance": 22.5,
  "tacticalValue": null,
  "contentFormat": "article",
  "causalLevel": null,
  "lastUpdated": "2026-01-29",
  "dateCreated": "2026-02-15",
  "summary": "SquiggleAI is an LLM tool (primarily Claude Sonnet 4.5) that generates probabilistic Squiggle models from natural language, using ~20K tokens of cached documentation to produce 100-500 line models in 20 seconds to 3 minutes. While it lowers barriers for domain experts to create uncertainty models, it's a workflow improvement tool rather than a core AI safety intervention.",
  "description": "An LLM-powered tool for generating probabilistic models in Squiggle from natural language descriptions.",
  "ratings": {
    "novelty": 3,
    "rigor": 4,
    "completeness": 6,
    "actionability": 3
  },
  "category": "responses",
  "subcategory": "epistemic-platforms",
  "clusters": [
    "epistemics",
    "community",
    "ai-safety"
  ],
  "metrics": {
    "wordCount": 1624,
    "tableCount": 12,
    "diagramCount": 0,
    "internalLinks": 7,
    "externalLinks": 7,
    "footnoteCount": 0,
    "bulletRatio": 0.17,
    "sectionCount": 29,
    "hasOverview": true,
    "structuralScore": 14
  },
  "suggestedQuality": 93,
  "updateFrequency": 45,
  "evergreen": true,
  "wordCount": 1624,
  "unconvertedLinks": [
    {
      "text": "squiggle-language.com/docs/Ecosystem/SquiggleAI",
      "url": "https://www.squiggle-language.com/docs/Ecosystem/SquiggleAI",
      "resourceId": "e2f183957055a769",
      "resourceTitle": "Squiggle AI"
    },
    {
      "text": "SquiggleAI",
      "url": "https://www.squiggle-language.com/docs/Ecosystem/SquiggleAI",
      "resourceId": "e2f183957055a769",
      "resourceTitle": "Squiggle AI"
    },
    {
      "text": "SquiggleAI Documentation",
      "url": "https://www.squiggle-language.com/docs/Ecosystem/SquiggleAI",
      "resourceId": "e2f183957055a769",
      "resourceTitle": "Squiggle AI"
    },
    {
      "text": "Squiggle Hub",
      "url": "https://squigglehub.org/",
      "resourceId": "c300707def011b71",
      "resourceTitle": "Squiggle Hub"
    },
    {
      "text": "EA Forum: Introducing SquiggleAI",
      "url": "https://forum.effectivealtruism.org/posts/jJ4pn3qvBopkEvGXb/introducing-squiggle-ai",
      "resourceId": "d97ef05667566574",
      "resourceTitle": "Introducing Squiggle AI"
    },
    {
      "text": "QURI Website",
      "url": "https://quantifieduncertainty.org/",
      "resourceId": "kb-237cf097d225e116",
      "resourceTitle": "The Quantified Uncertainty Research Institute Blog"
    }
  ],
  "unconvertedLinkCount": 6,
  "convertedLinkCount": 0,
  "backlinkCount": 6,
  "hallucinationRisk": {
    "level": "medium",
    "score": 60,
    "factors": [
      "no-citations",
      "low-quality-score"
    ]
  },
  "entityType": "project",
  "redundancy": {
    "maxSimilarity": 16,
    "similarPages": [
      {
        "id": "squiggle",
        "title": "Squiggle",
        "path": "/knowledge-base/responses/squiggle/",
        "similarity": 16
      },
      {
        "id": "quri",
        "title": "QURI (Quantified Uncertainty Research Institute)",
        "path": "/knowledge-base/organizations/quri/",
        "similarity": 15
      },
      {
        "id": "metaforecast",
        "title": "Metaforecast",
        "path": "/knowledge-base/responses/metaforecast/",
        "similarity": 12
      },
      {
        "id": "forecastbench",
        "title": "ForecastBench",
        "path": "/knowledge-base/responses/forecastbench/",
        "similarity": 11
      },
      {
        "id": "coding",
        "title": "Autonomous Coding",
        "path": "/knowledge-base/capabilities/coding/",
        "similarity": 10
      }
    ]
  },
  "coverage": {
    "passing": 5,
    "total": 13,
    "targets": {
      "tables": 6,
      "diagrams": 1,
      "internalLinks": 13,
      "externalLinks": 8,
      "footnotes": 5,
      "references": 5
    },
    "actuals": {
      "tables": 12,
      "diagrams": 0,
      "internalLinks": 7,
      "externalLinks": 7,
      "footnotes": 0,
      "references": 3,
      "quotesWithQuotes": 0,
      "quotesTotal": 0,
      "accuracyChecked": 0,
      "accuracyTotal": 0
    },
    "items": {
      "summary": "green",
      "schedule": "green",
      "entity": "green",
      "editHistory": "red",
      "overview": "green",
      "tables": "green",
      "diagrams": "red",
      "internalLinks": "amber",
      "externalLinks": "amber",
      "footnotes": "red",
      "references": "amber",
      "quotes": "red",
      "accuracy": "red"
    },
    "ratingsString": "N:3 R:4 A:3 C:6"
  },
  "readerRank": 555,
  "researchRank": 465,
  "recommendedScore": 85.12
}
External Links

No external links

Backlinks (6)
idtitletyperelationship
quriQURI (Quantified Uncertainty Research Institute)organizationrelated
squiggle-hubSquiggle Hubprojectrelated
epistemic-tools-tools-overviewTools & Platforms (Overview)concept—
longterm-wikiLongterm Wikiproject—
roastmypostRoastMyPostproject—
squiggleSquiggleproject—