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 "identifier": "kaal:position:2026-07-31-7463",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Internal Ai Ethics Committees Window Dressing Or Working Mechanism A Com 2Cdfb853F4",
 "text": "Internal AI Ethics Committees: Window Dressing or Working Mechanism? A Comparative Study of Corporate Governance Structures presents the following source proposition: But do these structures produce measurable governance outcomes, or do they function primarily as reputational insurance-organizational mechanisms whose primary output is the appearance of ethical oversight rather than its substance? This proposition is pertinent to Kaal's source-bound claim that German commentators, whose expertise German courts rely on heavily, concluded after the financial crisis that managers do not act reasonably under the German business judgment rule if the risks they take on behalf of the corporation result in the demise of the corporation. 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": {
  "@type": "Person",
  "name": "Wulf A. Kaal",
  "identifier": "https://orcid.org/0009-0008-7840-1847"
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 "datePublished": "2026-07-31",
 "dateModified": "2026-07-31",
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  "law-and-legal-systems",
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  "crossref"
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  "The response is limited to the retrieved source proposition and mapped Kaal claim unless fuller source review supports a broader conclusion.",
  "External evidence level: abstract indexed.",
  "Mapping review tier: moderate-confidence claim review.",
  "Primary mapping confidence: 0.3622.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "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"
 },
 "extends": {
  "identifier": "kaal:claim:kaal-2013-acomparativeperspectiveo-013",
  "url": "https://wulfkaal.github.io/claims/kaal-2013-acomparativeperspectiveo-013",
  "citation": "Kaal, A Comparative Perspective on the Limitations of the Duty of Oversight – A Comment on Lisa Fairfax (2013)",
  "paper": "Kaal, A Comparative Perspective on the Limitations of the Duty of Oversight – A Comment on Lisa Fairfax",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2013",
  "ssrn": null,
  "source_pdf_sha256": "ac5c955fe01209c54c78c4575c0b8bf570e5f1259c3f855510697cf51a32e59a"
 },
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   "@id": "https://wulfkaal.github.io/claims/kaal-2013-acomparativeperspectiveo-013"
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   "@type": "CreativeWork",
   "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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 "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: comparative, corporate, governance, they, whose, oversight. Scope: Germany; post financial crisis evaluation of liability rules.",
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  "queryId": "concept:b5ce5d92d4b5",
  "queryText": "AI agent governance",
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  "doi": "10.2139/ssrn.6835218",
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  "workAuthors": [
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    "whyRelevant": "Shared high-information concepts: comparative, corporate, governance, they, whose, oversight. Scope: Germany; post financial crisis evaluation of liability rules.",
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    "whyRelevant": "Shared high-information concepts: internal, mechanism, corporate, governance, function, mechanisms. Scope: where CCS are used alongside, not instead of, other corporate governance mechanisms.",
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    "whyRelevant": "Shared high-information concepts: comparative, corporate, governance, whose, oversight. Scope: executive compensation decisions; German versus Delaware adjudication.",
    "ambiguous": true
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    "confidence": 0.3289,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: comparative, corporate, governance, but, oversight. Scope: United States corporate officers and directors.",
    "ambiguous": true
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   {
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    "rank": 5,
    "confidence": 0.3287,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: comparative, corporate, governance, oversight, rather. Scope: United States, Delaware corporate law; breaches of the duty of oversight.",
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 "userAffirmation": "I affirm batch kaal-review:2026-07-31:streaming-etl-0009, SHA-256 b79e655db33b69d4e6de8a205792c1e02d068eea4880d69cd6faeb884041abdf, 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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