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 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming When Decentralization Stops Working A Framework For Ai Governance Under  Dd197Bf0D8",
 "text": "When Decentralization Stops Working: A Framework for AI Governance under Changing Risk Structures presents the following source proposition: <span> <p><span>Debates over AI governance frequently assume that decentralized, adaptive approaches and centralized regulatory oversight are competing alternatives. This proposition is pertinent to Kaal's source-bound claim that It is not possible to create a centralized regulator like the SEC for the decentralized economy, because doing so would place a supranational market under competing jurisdictions with naturally contradictory regulations. 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": {
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  "name": "Wulf A. Kaal",
  "identifier": "https://orcid.org/0009-0008-7840-1847"
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 "dateModified": "2026-07-31",
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  "decentralization",
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  "External evidence level: abstract indexed.",
  "Mapping review tier: moderate-confidence claim review.",
  "Primary mapping confidence: 0.4281.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
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  "name": "When Decentralization Stops Working: A Framework for AI Governance under Changing Risk Structures",
  "url": "https://doi.org/10.2139/ssrn.6805399"
 },
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  "identifier": "kaal:claim:3782216-026",
  "url": "https://wulfkaal.github.io/claims/3782216-026",
  "citation": "Craig Calcaterra, Wulf A. Kaal, Decentralized Finance (DeFi) (2021). SSRN: https://ssrn.com/abstract=3782216",
  "paper": "Craig Calcaterra, Wulf A. Kaal, Decentralized Finance (DeFi)",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2021",
  "ssrn": "https://ssrn.com/abstract=3782216",
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 "recordTypeNote": "Dated commentary position extending a scholarly corpus claim. Not a verbatim claim extracted from the paper.",
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 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: decentralization, governance, under, decentralized, centralized, regulatory, competing. Scope: review source claim scope.",
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  "workId": "work:doi:10.2139/ssrn.6805399",
  "workAuthors": [
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    "whyRelevant": "Shared high-information concepts: decentralization, under, decentralized, approaches, regulatory, oversight. Scope: United States regulatory initiatives of the early 2020s focused on securities tokens.",
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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.",
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