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 "name": "Streaming The Evolution Of Ai Model Governance Navigating Risks With Advanced Moni F1Dd94Ddff",
 "text": "The Evolution of AI Model Governance: Navigating Risks with Advanced Monitoring presents the following source proposition: The rapid growth of artificial intelligence technology presents issues including prejudice, lack of openness, and regulatory non-compliance that call for wise government rules. This proposition is pertinent to Kaal's source-bound claim that The governance protocols required for GDPR and AI Act compliance, including anonymization, data minimization, and explicit consent, themselves complicate the assembly of robust AI training datasets. 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.",
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  "External evidence level: abstract indexed.",
  "Mapping review tier: moderate-confidence claim review.",
  "Primary mapping confidence: 0.3965.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
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  "name": "The Evolution of AI Model Governance: Navigating Risks with Advanced Monitoring",
  "url": "https://doi.org/10.53555/ephijse.v9i2.299"
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  "url": "https://wulfkaal.github.io/claims/5095633-012",
  "citation": "Wulf A. Kaal, Artificial Intelligence The Final Frontier (2025). SSRN: https://ssrn.com/abstract=5095633",
  "paper": "Wulf A. Kaal, Artificial Intelligence The Final Frontier",
  "authors": [
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  "year": "2025",
  "ssrn": "https://ssrn.com/abstract=5095633",
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    "whyRelevant": "Shared high-information concepts: risks, artificial, intelligence, compliance. Scope: review source claim scope.",
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