Microsoft AI
microsoftorganizationPath: /knowledge-base/organizations/microsoft/
E550Entity ID (EID)
Page Recorddatabase.json — merged from MDX frontmatter + Entity YAML + computed metrics at build time
{
"id": "microsoft",
"numericId": null,
"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",
"tractability": null,
"neglectedness": null,
"uncertainty": null,
"causalLevel": null,
"lastUpdated": "2026-03-13",
"dateCreated": "2026-02-15",
"llmSummary": "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), and comprehensive AI product integration across Azure, Copilot, and GitHub. Microsoft Research (founded 1991) pioneered ResNet and holds 20% of global AI patents (2010–2018). Responsible AI framework includes red teaming, Frontier Governance Framework, and transparency reporting.",
"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": 7989,
"tableCount": 40,
"diagramCount": 1,
"internalLinks": 19,
"externalLinks": 39,
"footnoteCount": 0,
"bulletRatio": 0.07,
"sectionCount": 70,
"hasOverview": true,
"structuralScore": 15
},
"suggestedQuality": 100,
"updateFrequency": 7,
"evergreen": true,
"wordCount": 7989,
"unconvertedLinks": [],
"unconvertedLinkCount": 0,
"convertedLinkCount": 0,
"backlinkCount": 13,
"hallucinationRisk": {
"level": "high",
"score": 75,
"factors": [
"biographical-claims",
"no-citations"
]
},
"entityType": "organization",
"redundancy": {
"maxSimilarity": 17,
"similarPages": [
{
"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": "openai",
"title": "OpenAI",
"path": "/knowledge-base/organizations/openai/",
"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": 6,
"total": 13,
"targets": {
"tables": 32,
"diagrams": 3,
"internalLinks": 64,
"externalLinks": 40,
"footnotes": 24,
"references": 24
},
"actuals": {
"tables": 40,
"diagrams": 1,
"internalLinks": 19,
"externalLinks": 39,
"footnotes": 0,
"references": 0,
"quotesWithQuotes": 0,
"quotesTotal": 0,
"accuracyChecked": 0,
"accuracyTotal": 0
},
"items": {
"llmSummary": "green",
"schedule": "green",
"entity": "green",
"editHistory": "green",
"overview": "green",
"tables": "green",
"diagrams": "amber",
"internalLinks": "amber",
"externalLinks": "amber",
"footnotes": "red",
"references": "red",
"quotes": "red",
"accuracy": "red"
},
"editHistoryCount": 1,
"ratingsString": "N:3.5 R:6.5 A:4.5 C:8"
},
"readerRank": 354,
"researchRank": 314,
"recommendedScore": 159.11
}External Links
No external links
Backlinks (13)
| id | title | type | relationship |
|---|---|---|---|
| structural-risks | AI Structural Risk Cruxes | crux | — |
| projecting-compute-spending | Projecting Compute Spending | analysis | — |
| deepmind | Google DeepMind | organization | — |
| frontier-ai-comparison | Frontier AI Company Comparison (2026) | concept | — |
| labs-overview | Frontier AI Labs (Overview) | concept | — |
| meta-ai | Meta AI (FAIR) | organization | — |
| openai | OpenAI | organization | — |
| sam-altman | Sam Altman | person | — |
| government-authority-commercial-ai-infrastructure | US Government Authority Over Commercial AI Infrastructure | policy | — |
| monitoring | Compute Monitoring | policy | — |
| pause | Pause Advocacy | approach | — |
| responsible-scaling-policies | Responsible Scaling Policies | policy | — |
| financial-stability-risks-ai-capex | Financial Stability Risks from AI Capital Expenditure | risk | — |