{
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 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-7204",
 "identifier": "kaal:position:2026-07-31-7204",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Beyond The Ai Race Why Global Governance Is The Greatest Innovation E83E0Aa9B4",
 "text": "Beyond the AI race: why global governance is the greatest innovation presents the following source proposition: We are standing at a pivotal moment, one where the choices we make today will shape not just technological outcomes, but also the foundations of our societies, economies, and planetary well-being. This proposition is pertinent to Kaal's source-bound claim that Despite the obvious benefits of technology applications in corporate governance, the technological revolution has not yet produced wide acceptance of unmediated or decentralized corporate governance structures and practices. The proposed response is an extension: the relationship should remain limited to the retrieved source proposition and the mapped Kaal claim unless fuller source review supports a broader conclusion.",
 "author": {
  "@type": "Person",
  "name": "Wulf A. Kaal",
  "identifier": "https://orcid.org/0009-0008-7840-1847"
 },
 "datePublished": "2026-07-31",
 "dateModified": "2026-07-31",
 "creativeWorkStatus": "Affirmed",
 "responseType": "extension",
 "keywords": [
  "innovation",
  "governance-design",
  "corporate-governance",
  "decentralization",
  "historical-response",
  "scholarly-literature",
  "crossref"
 ],
 "scope_conditions": [
  "The response is limited to the retrieved source proposition and mapped Kaal claim unless fuller source review supports a broader conclusion.",
  "External evidence level: abstract indexed.",
  "Mapping review tier: moderate-confidence claim review.",
  "Primary mapping confidence: 0.3517.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "Beyond the AI race: why global governance is the greatest innovation",
  "url": "https://doi.org/10.63439/lnqa3726"
 },
 "extends": {
  "identifier": "kaal:claim:2922176-021",
  "url": "https://wulfkaal.github.io/claims/2922176-021",
  "citation": "Mark Fenwick, Wulf A. Kaal, Erik P. M. Vermeulen, The ‘Unmediated’ and ‘Tech-Driven’ Corporate Governance of Today's Winning Companies (2017). SSRN: https://ssrn.com/abstract=2922176",
  "paper": "Mark Fenwick, Wulf A. Kaal, Erik P. M. Vermeulen, The ‘Unmediated’ and ‘Tech-Driven’ Corporate Governance of Today's Winning Companies",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2017",
  "ssrn": "https://ssrn.com/abstract=2922176",
  "source_pdf_sha256": "fa4e986917d437cb1504281e7b986be2698e9507d8feaf426c9d7d1754ca882c"
 },
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   "@id": "https://wulfkaal.github.io/claims/2922176-021"
  },
  {
   "@type": "CreativeWork",
   "name": "Beyond the AI race: why global governance is the greatest innovation",
   "url": "https://doi.org/10.63439/lnqa3726"
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 ],
 "batch_id": "kaal-review:2026-07-31:streaming-etl-0008",
 "review_provenance": "https://kaal-signal-desk.wulf577462.chatgpt.site/#review",
 "publicationStatus": "public",
 "recordTypeNote": "Dated commentary position extending a scholarly corpus claim. Not a verbatim claim extracted from the paper.",
 "isPartOf": {
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 },
 "version": "1.0",
 "canonical_url": "https://wulfkaal.github.io/positions/2026-07-31-7204",
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 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.3517,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: governance, innovation, today, not, technological. Scope: as of 2017.",
 "sourceProvenance": {
  "source": "crossref",
  "sourceRecordId": "10.63439/lnqa3726",
  "queryId": "concept:b5ce5d92d4b5",
  "queryText": "AI agent governance",
  "canonicalUrl": "https://doi.org/10.63439/lnqa3726",
  "doi": "10.63439/lnqa3726",
  "externalIds": {
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  "chunkId": "crossref-00003",
  "workId": "work:doi:10.63439/lnqa3726",
  "workAuthors": [
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  "workPublishedAt": "2025-04-01",
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    "claimUrl": "https://wulfkaal.github.io/claims/2922176-021",
    "rank": 1,
    "confidence": 0.3517,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: governance, innovation, today, not, technological. Scope: as of 2017.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:2834531-001",
    "claimUrl": "https://wulfkaal.github.io/claims/2834531-001",
    "rank": 2,
    "confidence": 0.351,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: innovation, choices, not, technological, but. Scope: once the main technical problems of a technology have been solved.",
    "ambiguous": true
   },
   {
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: governance, innovation, choices, not, also. Scope: traditional VCs accountable to limited partners.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:6192998-003",
    "claimUrl": "https://wulfkaal.github.io/claims/6192998-003",
    "rank": 4,
    "confidence": 0.3213,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: governance, innovation, not, technological, but. Scope: review source claim scope.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:2939127-034",
    "claimUrl": "https://wulfkaal.github.io/claims/2939127-034",
    "rank": 5,
    "confidence": 0.3161,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: innovation, not, technological, our. Scope: review source claim scope.",
    "ambiguous": true
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 "userAffirmation": "I affirm batch kaal-review:2026-07-31:streaming-etl-0008, SHA-256 469be3af77a43b8a86f52c2e8253882abdefc7a0da53c392329c3cb8a11e8160, as written and authorize publication of all 250 response claims on my canonical property, preserving their evidence levels, ambiguity labels, provenance, and the unchanged 5,033 scholarly claims.",
 "sha256": "a64e3ad88af6d4f08886fb16aa039748f2c6b3b6268117e413e9e948e794d4a7"
}