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 "name": "Streaming Navigating Ai Governance 988355356B",
 "text": "Navigating AI Governance presents the following source proposition: Nationally, AI governance varies: the European Union's AI Act prioritizes transparency and accountability, while the United States adopts a sector-specific approach balancing innovation and risk management. 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 a qualification: 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: 0.4109.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
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  "url": "https://doi.org/10.4018/979-8-3373-1210-1.ch008"
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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": [
   "Wulf A. Kaal"
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  "year": "2025",
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   "url": "https://doi.org/10.4018/979-8-3373-1210-1.ch008"
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 "mappingWhyRelevant": "Shared high-information concepts: act, while, united, states, innovation, risk. Scope: comparative regulation of AI in legal and judicial settings.",
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    "whyRelevant": "Shared high-information concepts: act, while, united, states, innovation, risk. Scope: comparative regulation of AI in legal and judicial settings.",
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 "userAffirmation": "I affirm batch kaal-review:2026-07-31:streaming-etl-0008, SHA-256 469be3af77a43b8a86f52c2e8253882abdefc7a0da53c392329c3cb8a11e8160, 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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