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 "name": "Streaming Ai Augmented Corporate Governance Enhancing The Effectiveness Of Indepen Adf195305E",
 "text": "AI-Augmented Corporate Governance: Enhancing the Effectiveness of Independent Directors presents the following source proposition: At the same time, advances in Artificial Intelligence (AI) have transformed decision-support systems across finance, risk management, cybersecurity, and compliance domains. 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": {
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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: 0.5104.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
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 "currentDebate": {
  "name": "AI-Augmented Corporate Governance: Enhancing the Effectiveness of Independent Directors",
  "url": "https://doi.org/10.36227/techrxiv.176779680.09316955/v1"
 },
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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",
  "source_pdf_sha256": "fa4e986917d437cb1504281e7b986be2698e9507d8feaf426c9d7d1754ca882c"
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   "url": "https://doi.org/10.36227/techrxiv.176779680.09316955/v1"
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 "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.",
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 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: corporate, governance, independent, directors, artificial, intelligence, have. 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, independent, directors, risk, compliance. Scope: U.S. style independence defined by lack of financial ties to the company; information flow to the board controlled by insiders.",
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    "whyRelevant": "Shared high-information concepts: corporate, governance, effectiveness, have, risk, management. Scope: future governmental contracts continue and expand board and management replacement terms.",
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    "whyRelevant": "Shared high-information concepts: corporate, governance, directors, decision, risk, compliance. Scope: corporations large enough to trigger employee representation on the supervisory board; employee representatives may also carry union political objectives.",
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