TSMC

{
  "id": "tsmc",
  "wikiId": "E2606",
  "path": "/knowledge-base/organizations/tsmc/",
  "filePath": "knowledge-base/organizations/tsmc.mdx",
  "title": "TSMC",
  "quality": null,
  "readerImportance": null,
  "researchImportance": null,
  "tacticalValue": null,
  "contentFormat": "article",
  "causalLevel": null,
  "lastUpdated": "2026-03-25",
  "dateCreated": "2026-03-25",
  "summary": "Comprehensive overview of TSMC's role as the critical chokepoint for global AI hardware, covering business model, geopolitical risk, AI safety implications, and controversies including Arizona expansion difficulties, espionage incidents, and discrimination lawsuits. The article is well-structured and appropriately balanced but relies heavily on internal 'LongtermWiki research compilation' citations rather than primary sources, limiting verifiability.",
  "description": "Taiwan Semiconductor Manufacturing Company, the world's largest dedicated semiconductor foundry and critical infrastructure for global AI hardware development.",
  "ratings": null,
  "category": "organizations",
  "subcategory": "industry",
  "clusters": [
    "ai-safety"
  ],
  "metrics": {
    "wordCount": 2475,
    "tableCount": 2,
    "diagramCount": 0,
    "internalLinks": 4,
    "externalLinks": 1,
    "footnoteCount": 11,
    "bulletRatio": 0.06,
    "sectionCount": 18,
    "hasOverview": true,
    "structuralScore": 14
  },
  "suggestedQuality": 93,
  "updateFrequency": null,
  "evergreen": true,
  "wordCount": 2475,
  "unconvertedLinks": [],
  "unconvertedLinkCount": 0,
  "convertedLinkCount": 0,
  "backlinkCount": 3,
  "hallucinationRisk": {
    "level": "high",
    "score": 65,
    "factors": [
      "biographical-claims",
      "few-external-sources",
      "moderately-cited",
      "mostly-unsourced-footnotes"
    ],
    "integrityIssues": [
      "mostly-unsourced-footnotes"
    ]
  },
  "entityType": "organization",
  "redundancy": {
    "maxSimilarity": 19,
    "similarPages": [
      {
        "id": "asml",
        "title": "ASML",
        "path": "/knowledge-base/organizations/asml/",
        "similarity": 19
      },
      {
        "id": "smic",
        "title": "SMIC",
        "path": "/knowledge-base/organizations/smic/",
        "similarity": 18
      },
      {
        "id": "ai-chip-governance-supply-chain",
        "title": "AI Chip Governance Supply Chain",
        "path": "/knowledge-base/responses/ai-chip-governance-supply-chain/",
        "similarity": 17
      },
      {
        "id": "export-controls",
        "title": "AI Chip Export Controls",
        "path": "/knowledge-base/responses/export-controls/",
        "similarity": 16
      },
      {
        "id": "projecting-compute-spending",
        "title": "Projecting Compute Spending",
        "path": "/knowledge-base/models/projecting-compute-spending/",
        "similarity": 15
      }
    ]
  },
  "coverage": {
    "passing": 4,
    "total": 13,
    "targets": {
      "tables": 10,
      "diagrams": 1,
      "internalLinks": 20,
      "externalLinks": 12,
      "footnotes": 7,
      "references": 7
    },
    "actuals": {
      "tables": 2,
      "diagrams": 0,
      "internalLinks": 4,
      "externalLinks": 1,
      "footnotes": 11,
      "references": 0,
      "quotesWithQuotes": 0,
      "quotesTotal": 0,
      "accuracyChecked": 0,
      "accuracyTotal": 0
    },
    "items": {
      "summary": "green",
      "schedule": "red",
      "entity": "green",
      "editHistory": "red",
      "overview": "green",
      "tables": "amber",
      "diagrams": "red",
      "internalLinks": "amber",
      "externalLinks": "amber",
      "footnotes": "green",
      "references": "red",
      "quotes": "red",
      "accuracy": "red"
    }
  },
  "recommendedScore": 21.6
}

No external links