Theoretical Foundations (Overview)

{
  "id": "alignment-theoretical-overview",
  "numericId": "E652",
  "path": "/knowledge-base/responses/alignment-theoretical-overview/",
  "filePath": "knowledge-base/responses/alignment-theoretical-overview.mdx",
  "title": "Theoretical Foundations (Overview)",
  "quality": 22,
  "readerImportance": 42,
  "researchImportance": 50,
  "tacticalValue": 35,
  "contentFormat": "article",
  "tractability": null,
  "neglectedness": null,
  "uncertainty": null,
  "causalLevel": null,
  "lastUpdated": "2026-03-13",
  "dateCreated": "2026-02-15",
  "llmSummary": "This is a pure navigation/index page listing theoretical alignment concepts (corrigibility, ELK, CIRL, formal verification, etc.) with one-line descriptions and entity links, containing no substantive analysis or original content.",
  "description": "Fundamental concepts and formal approaches to AI alignment - corrigibility, scalable oversight, and mathematical safety guarantees.",
  "ratings": {
    "focus": 6.5,
    "novelty": 1,
    "rigor": 1,
    "completeness": 2.5,
    "concreteness": 1.5,
    "actionability": 1.5,
    "objectivity": 5
  },
  "category": "responses",
  "subcategory": "alignment-theoretical",
  "clusters": [
    "ai-safety"
  ],
  "metrics": {
    "wordCount": 93,
    "tableCount": 0,
    "diagramCount": 0,
    "internalLinks": 10,
    "externalLinks": 0,
    "footnoteCount": 0,
    "bulletRatio": 0.67,
    "sectionCount": 0,
    "hasOverview": false,
    "structuralScore": 2
  },
  "suggestedQuality": 13,
  "updateFrequency": null,
  "evergreen": true,
  "wordCount": 93,
  "unconvertedLinks": [],
  "unconvertedLinkCount": 0,
  "convertedLinkCount": 0,
  "backlinkCount": 0,
  "hallucinationRisk": {
    "level": "medium",
    "score": 45,
    "factors": [
      "low-rigor-score",
      "low-quality-score",
      "minimal-content"
    ]
  },
  "redundancy": {
    "maxSimilarity": 0,
    "similarPages": []
  },
  "changeHistory": [
    {
      "date": "2026-02-17",
      "branch": "claude/clarify-overview-pages-ZQx72",
      "title": "Clarify overview pages with new entity type",
      "summary": "Added `overview` as a proper entity type throughout the system, migrated all 36 overview pages to `entityType: overview`, built overview-specific InfoBox rendering with child page links, created an OverviewBanner component, and added a knowledge-base-overview page template to Crux."
    }
  ],
  "coverage": {
    "passing": 3,
    "total": 13,
    "targets": {
      "tables": 1,
      "diagrams": 0,
      "internalLinks": 3,
      "externalLinks": 1,
      "footnotes": 2,
      "references": 1
    },
    "actuals": {
      "tables": 0,
      "diagrams": 0,
      "internalLinks": 10,
      "externalLinks": 0,
      "footnotes": 0,
      "references": 0,
      "quotesWithQuotes": 0,
      "quotesTotal": 0,
      "accuracyChecked": 0,
      "accuracyTotal": 0
    },
    "items": {
      "llmSummary": "green",
      "schedule": "red",
      "entity": "red",
      "editHistory": "green",
      "overview": "red",
      "tables": "red",
      "diagrams": "red",
      "internalLinks": "green",
      "externalLinks": "red",
      "footnotes": "red",
      "references": "red",
      "quotes": "red",
      "accuracy": "red"
    },
    "editHistoryCount": 1,
    "ratingsString": "N:1 R:1 A:1.5 C:2.5"
  },
  "readerRank": 362,
  "researchRank": 280,
  "recommendedScore": 85.3
}

No external links

No backlinks