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 "name": "Streaming Internal Ai Ethics Committees Window Dressing Or Working Mechanism A Com E50E826Bc2",
 "text": "Internal AI Ethics Committees: Window Dressing or Working Mechanism? A Comparative Study of Corporate Governance Structures presents the following source proposition: Since 2018, enterprises across technology, financial services, healthcare, and retail have established internal AI ethics committees, advisory boards, and responsible AI teams in response to public pressure, regulatory signals, and investor scrutiny. This proposition is pertinent to Kaal's source-bound claim that Since 2002 United States corporate governance has been substantially upgraded twice in response to crises, following more than seventy years of comparative regulatory inactivity, a concentration of regulatory activity in a short timespan that is itself striking. 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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  "External evidence level: abstract indexed.",
  "Mapping review tier: moderate-confidence claim review.",
  "Primary mapping confidence: 0.3864.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
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  "name": "Internal AI Ethics Committees: Window Dressing or Working Mechanism? A Comparative Study of Corporate Governance Structures",
  "url": "https://doi.org/10.2139/ssrn.6835218"
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  "url": "https://wulfkaal.github.io/claims/2273857-005",
  "citation": "Wulf A. Kaal, Dynamic Regulation of the Financial Services Industry (2013). SSRN: https://ssrn.com/abstract=2273857",
  "paper": "Wulf A. Kaal, Dynamic Regulation of the Financial Services Industry",
  "authors": [
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  "year": "2013",
  "ssrn": "https://ssrn.com/abstract=2273857",
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    "whyRelevant": "Shared high-information concepts: corporate, governance, since, across, response. Scope: extrapolated from the 1993 to 2015 time series of 330 executed N/DPAs.",
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