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

Microsoft AI

microsoftorganizationPath: /knowledge-base/organizations/microsoft/
E550Entity ID (EID)
← Back to page16 backlinksQuality: 58Updated: 2026-02-27
Page Recorddatabase.json — merged from MDX frontmatter + Entity YAML + computed metrics at build time
{
  "id": "microsoft",
  "wikiId": "E550",
  "path": "/knowledge-base/organizations/microsoft/",
  "filePath": "knowledge-base/organizations/microsoft.mdx",
  "title": "Microsoft AI",
  "quality": 58,
  "readerImportance": 42.5,
  "researchImportance": 44,
  "tacticalValue": 88,
  "contentFormat": "article",
  "causalLevel": null,
  "lastUpdated": "2026-02-27",
  "dateCreated": "2026-02-15",
  "summary": "Comprehensive reference page on Microsoft's AI strategy covering its \\$80B+ infrastructure spend, restructured \\$135B OpenAI stake (~27% ownership), Azure AI growth (39% YoY with 16pp AI contribution), Copilot adoption (150M+ users), and responsible AI governance gaps including elimination of the Ethics & Society team in March 2023 concurrent with accelerated deployment. Independent productivity research (4% BlueOptima vs. 56% vendor claims) and documented environmental deterioration (30% emissions increase) are highlighted tensions.",
  "description": "Technology giant with \\\\$80B+ annual AI infrastructure spending, strategic OpenAI partnership (\\\\$13B+ invested, restructured to \\\\$135B stake in 2025).",
  "ratings": {
    "focus": 7.5,
    "novelty": 3.5,
    "rigor": 6.5,
    "completeness": 8,
    "concreteness": 8.5,
    "actionability": 4.5,
    "objectivity": 6.5
  },
  "category": "organizations",
  "subcategory": "labs",
  "clusters": [
    "community",
    "ai-safety",
    "governance"
  ],
  "metrics": {
    "wordCount": 7985,
    "tableCount": 40,
    "diagramCount": 1,
    "internalLinks": 21,
    "externalLinks": 39,
    "footnoteCount": 25,
    "bulletRatio": 0.07,
    "sectionCount": 70,
    "hasOverview": true,
    "structuralScore": 15
  },
  "suggestedQuality": 100,
  "updateFrequency": 7,
  "evergreen": true,
  "wordCount": 7985,
  "unconvertedLinks": [],
  "unconvertedLinkCount": 0,
  "convertedLinkCount": 0,
  "backlinkCount": 16,
  "hallucinationRisk": {
    "level": "medium",
    "score": 60,
    "factors": [
      "biographical-claims"
    ]
  },
  "entityType": "organization",
  "redundancy": {
    "maxSimilarity": 18,
    "similarPages": [
      {
        "id": "openai",
        "title": "OpenAI",
        "path": "/knowledge-base/organizations/openai/",
        "similarity": 18
      },
      {
        "id": "projecting-compute-spending",
        "title": "Projecting Compute Spending",
        "path": "/knowledge-base/models/projecting-compute-spending/",
        "similarity": 17
      },
      {
        "id": "anthropic",
        "title": "Anthropic",
        "path": "/knowledge-base/organizations/anthropic/",
        "similarity": 17
      },
      {
        "id": "export-controls",
        "title": "AI Chip Export Controls",
        "path": "/knowledge-base/responses/export-controls/",
        "similarity": 17
      },
      {
        "id": "ea-longtermist-wins-losses",
        "title": "EA and Longtermist Wins and Losses",
        "path": "/knowledge-base/history/ea-longtermist-wins-losses/",
        "similarity": 16
      }
    ]
  },
  "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": 7,
    "total": 13,
    "targets": {
      "tables": 32,
      "diagrams": 3,
      "internalLinks": 64,
      "externalLinks": 40,
      "footnotes": 24,
      "references": 24
    },
    "actuals": {
      "tables": 40,
      "diagrams": 1,
      "internalLinks": 21,
      "externalLinks": 39,
      "footnotes": 25,
      "references": 0,
      "quotesWithQuotes": 0,
      "quotesTotal": 0,
      "accuracyChecked": 0,
      "accuracyTotal": 0
    },
    "items": {
      "summary": "green",
      "schedule": "green",
      "entity": "green",
      "editHistory": "green",
      "overview": "green",
      "tables": "green",
      "diagrams": "amber",
      "internalLinks": "amber",
      "externalLinks": "amber",
      "footnotes": "green",
      "references": "red",
      "quotes": "red",
      "accuracy": "red"
    },
    "editHistoryCount": 1,
    "ratingsString": "N:3.5 R:6.5 A:4.5 C:8"
  },
  "readerRank": 353,
  "researchRank": 310,
  "recommendedScore": 142
}
External Links

No external links

Backlinks (16)
idtitletyperelationship
partnership-on-aiPartnership on AIorganization—
structural-risksAI Structural Risk Cruxescrux—
projecting-compute-spendingProjecting Compute Spendinganalysis—
deepmindGoogle DeepMindorganization—
frontier-ai-comparisonFrontier AI Company Comparison (2026)concept—
labs-overviewFrontier AI Labs (Overview)concept—
meta-aiMeta AI (FAIR)organization—
microsoft-openai-partnership-influenceMicrosoft OpenAI Partnership Influenceorganization—
openaiOpenAIorganization—
mustafa-suleymanMustafa Suleymanperson—
pushmeet-kohliPushmeet Kohliperson—
sam-altmanSam Altmanperson—
government-authority-commercial-ai-infrastructureUS Government Authority Over Commercial AI Infrastructureanalysis—
monitoringCompute Monitoringapproach—
pausePause Advocacyapproach—
financial-stability-risks-ai-capexFinancial Stability Risks from AI Capital Expenditurerisk—