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 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Ai Driven Governance In Smart Governments 286Db93924",
 "text": "AI-Driven Governance in Smart Governments presents the following source proposition: While AI-driven governance creates significant opportunities for innovation, it also introduces critical risks, including opaque decision-making, algorithmic bias, limited transparency and accountability, cybersecurity vulnerabilities, and data protection challenges. This proposition is pertinent to Kaal's source-bound claim that In companies that concentrate on established products, the executives who understand innovation and consumer experience, the very people responsible for the firm's initial success, are pushed to the margins of core decision making. 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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  "External evidence level: abstract indexed.",
  "Mapping review tier: moderate-confidence claim review.",
  "Primary mapping confidence: 0.3557.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "AI-Driven Governance in Smart Governments",
  "url": "https://doi.org/10.4018/979-8-3373-8592-1.ch004"
 },
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  "url": "https://wulfkaal.github.io/claims/2922176-005",
  "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",
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   "url": "https://doi.org/10.4018/979-8-3373-8592-1.ch004"
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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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 "mappingWhyRelevant": "Shared high-information concepts: driven, governance, innovation, decision, making. Scope: companies built around existing and successful products or services.",
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    "whyRelevant": "Shared high-information concepts: driven, governance, innovation, decision, making. Scope: companies built around existing and successful products or services.",
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    "whyRelevant": "Shared high-information concepts: smart, while, innovation, also, risks. Scope: conditional on American funds continuing to emphasize smart contracting over conservative crypto asset strategies.",
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    "whyRelevant": "Shared high-information concepts: innovation, transparency, data, protection. Scope: competitive market with entrenched centralized providers.",
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