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 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Ai Governance In The United States Using Game Theory To Promote Innovati 1622677A4B",
 "text": "AI Governance in the United States: Using Game Theory to Promote Innovation and Uphold Ethical Standards By Yana Bijoor presents the following source proposition: Artificial Intelligence (AI) significantly impacts several industries by enhancing workplace productivity and influencing consumer decisions. This proposition is pertinent to Kaal's source-bound claim that Regulation of legal AI faces a two sided failure: strict regimes such as the EU AI Act may stifle innovation, while lenient approaches such as the United States risk leaving biases unchecked. 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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  "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: 0.3878.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
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  "name": "AI Governance in the United States: Using Game Theory to Promote Innovation and Uphold Ethical Standards By Yana Bijoor",
  "url": "https://doi.org/10.2139/ssrn.6463740"
 },
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  "url": "https://wulfkaal.github.io/claims/5541658-026",
  "citation": "Wulf A. Kaal, Morgan A. Gray, The Evolving Role of Artificial Intelligence in Law (2025). SSRN: https://ssrn.com/abstract=5541658",
  "paper": "Wulf A. Kaal, Morgan A. Gray, The Evolving Role of Artificial Intelligence in Law",
  "authors": [
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  "year": "2025",
  "ssrn": "https://ssrn.com/abstract=5541658",
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 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: united, states, innovation, artificial, intelligence. Scope: comparative regulation of AI in legal and judicial settings.",
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    "whyRelevant": "Shared high-information concepts: governance, innovation, ethical, standards. Scope: hybrid governance combining a universal ethical baseline with localized adaptation.",
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    "whyRelevant": "Shared high-information concepts: innovation, artificial, intelligence. Scope: private investment fund industry; period of roughly 2007 to 2017.",
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