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 "name": "Historical 2Ede92Eb2280Fc50D32D",
 "text": "Regulating Intelligent Systems in Digital Governance and Legal Transformation should be assessed against 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 current metadata indicates a plausible connection through regulatory lag, but the defensible response is a qualification until the source text confirms agreement, scope, methods, and limitations.",
 "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: mapping review before claim review.",
  "The literature-to-claim mapping remains explicitly ambiguous and should not be treated as a settled equivalence."
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  "url": "https://www.semanticscholar.org/paper/ffdae537ec969d076a0469733fa5ea917abbabd0"
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  "identifier": "kaal:claim:5541658-026",
  "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": "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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 "candidateId": "kaal:response-candidate:2026-07-31:4ac73c4aae96f13a",
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 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: legal, regulation, while, artificial, intelligence, evolving, regimes, approaches. Scope: comparative regulation of AI in legal and judicial settings.",
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  "query": "regulatory lag",
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  "page": 1,
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  "retrievedAt": "2026-07-31T13:58:29.364Z",
  "citationCount": 0,
  "venue": "Qubahan Techno Journal",
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