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 "name": "Streaming Experimentalism Beyond Ex Ante Regulation A Law And Economics Perspectiv 91De7E9B8C",
 "text": "Experimentalism beyond ex ante regulation: A law and economics perspective on AI regulatory sandboxes presents the following source proposition: Traditional ex ante regulatory approaches struggle to keep pace with AI development, exacerbating the “pacing problem” and the Collingridge dilemma. This proposition is pertinent to Kaal's source-bound claim that Hybrid approaches and meta structures that connect the existing legal and regulatory infrastructure with blockchain based smart contracting will accelerate rather than slow the bifurcation of the jurisdictional infrastructure into traditional and crypto prongs. 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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  "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: 0.3621.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
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  "name": "Experimentalism beyond ex ante regulation: A law and economics perspective on AI regulatory sandboxes",
  "url": "https://doi.org/10.1017/cfl.2025.10039"
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  "url": "https://wulfkaal.github.io/claims/2992962-022",
  "citation": "Wulf A. Kaal, Craig Calcaterra, Crypto Transaction Dispute Resolution (2017). SSRN: https://ssrn.com/abstract=2992962",
  "paper": "Wulf A. Kaal, Craig Calcaterra, Crypto Transaction Dispute Resolution",
  "authors": [
   "Wulf A. Kaal"
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  "year": "2017",
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