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 "name": "Streaming Ethical Ai And Corporate Governance Exploring The Social Implications Of 5E4D00Aea0",
 "text": "Ethical AI and Corporate Governance: Exploring the Social Implications of AI-Driven Decision-Making in Business presents the following source proposition: Artificial Intelligence (AI) is increasingly transforming organisational decision-making processes across finance, human resource management, marketing, risk assessment, and strategic planning. This proposition is pertinent to Kaal's source-bound claim that It is feasible that in the not too distant future an artificial intelligence will hold an independent board seat with voting authority and be trusted to make smarter, data-driven choices than human directors. The proposed response is a qualification: 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"
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 "datePublished": "2026-07-31",
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  "External evidence level: abstract indexed.",
  "Mapping review tier: moderate-confidence claim review.",
  "Primary mapping confidence: 0.4062.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "Ethical AI and Corporate Governance: Exploring the Social Implications of AI-Driven Decision-Making in Business",
  "url": "https://doi.org/10.47772/ijriss.2026.100600480"
 },
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  "url": "https://wulfkaal.github.io/claims/2922176-033",
  "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"
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  "year": "2017",
  "ssrn": "https://ssrn.com/abstract=2922176",
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 },
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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: corporate, governance, driven, artificial, intelligence, human. Scope: extrapolated from the appointment of the algorithm Vital at Deep Knowledge Ventures and Alicia T at Tieto.",
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    "whyRelevant": "Shared high-information concepts: corporate, governance, driven, artificial, intelligence, human. Scope: extrapolated from the appointment of the algorithm Vital at Deep Knowledge Ventures and Alicia T at Tieto.",
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    "whyRelevant": "Shared high-information concepts: corporate, governance, increasingly, management, risk. Scope: future governmental contracts continue and expand board and management replacement terms.",
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    "whyRelevant": "Shared high-information concepts: corporate, governance, driven, business, risk. Scope: listed companies are particularly prone to overweighting financial metrics.",
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