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 "name": "Streaming Ahead Of The Regulators Ai Powered Risk Flagging In Corporate Governance 170F3E0Afd",
 "text": "Ahead of the Regulators: AI-Powered Risk Flagging in Corporate Governance Frameworks presents the following source proposition: Staying ahead of this web of obligations demands more than periodic audits or compliance checklists. This proposition is pertinent to Kaal's source-bound claim that Managing machine learning assets and complying with laws such as GDPR and CCPA becomes significantly harder under decentralized governance, because distributed data and operations complicate tracking data flows, enforcing privacy controls, and demonstrating compliance during audits. 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: 0.3737.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
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  "name": "Ahead of the Regulators: AI-Powered Risk Flagging in Corporate Governance Frameworks",
  "url": "https://doi.org/10.19085/sijbpg120301"
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  "url": "https://wulfkaal.github.io/claims/4796714-032",
  "citation": "Wulf A. Kaal, AI Governance (2024). SSRN: https://ssrn.com/abstract=4796714",
  "paper": "Wulf A. Kaal, AI Governance",
  "authors": [
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  "year": "2024",
  "ssrn": "https://ssrn.com/abstract=4796714",
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    "whyRelevant": "Shared high-information concepts: frameworks, audits, compliance. Scope: proposed rather than enacted frameworks for auditing judicial AI.",
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    "whyRelevant": "Shared high-information concepts: risk, corporate, governance, periodic. Scope: governance systems that emphasize periodic performance disclosure and stock price.",
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    "whyRelevant": "Shared high-information concepts: corporate, governance, audits, compliance. Scope: DAO governance equipped with an effective incentive design.",
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    "whyRelevant": "Shared high-information concepts: risk, corporate, governance, more, compliance. Scope: review source claim scope.",
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