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 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Ai Driven Innovation And Corporate Social Responsibility Governance In M E539C996C6",
 "text": "AI-Driven Innovation and Corporate Social Responsibility Governance in Morocco's Digital-Intelligence Era presents the following source proposition: The central concept of algorithmic governance is introduced as a new hybrid form of governance, involving automated technological mechanisms that redefine traditional models of organizational control and raise new challenges in terms of ethics, transparency, and fairness. This proposition is pertinent to Kaal's source-bound claim that Traditional hierarchical organizational structures are too slow to adapt to rapid technological change and stifle innovation through rigid control mechanisms, which is why they are unsuited to governing the quantum economy. 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: 0.394.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
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  "name": "AI-Driven Innovation and Corporate Social Responsibility Governance in Morocco's Digital-Intelligence Era",
  "url": "https://doi.org/10.4018/979-8-3373-3436-3.ch001"
 },
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  "url": "https://wulfkaal.github.io/claims/4900880-034",
  "citation": "Wulf A. Kaal, Quantum Economy and the Future of Work (2024). SSRN: https://ssrn.com/abstract=4900880",
  "paper": "Wulf A. Kaal, Quantum Economy and the Future of Work",
  "authors": [
   "Wulf A. Kaal"
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  "year": "2024",
  "ssrn": "https://ssrn.com/abstract=4900880",
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   "url": "https://doi.org/10.4018/979-8-3373-3436-3.ch001"
  }
 ],
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 "review_provenance": "https://kaal-signal-desk.wulf577462.chatgpt.site/#review",
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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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 "evidenceLevel": "abstract indexed",
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 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: innovation, governance, technological, mechanisms, traditional, organizational, control. Scope: review source claim scope.",
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    "whyRelevant": "Shared high-information concepts: innovation, governance, technological, mechanisms, traditional, organizational, control. Scope: review source claim scope.",
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: corporate, responsibility, governance, digital, challenges. Scope: institutional investors subject to fiduciary duties; early 2020s absence of regulator recognized custody solutions.",
    "ambiguous": true
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    "method": "idf-weighted multi-field mapping v1",
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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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