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 "name": "Streaming Stress Testing Uk Ai Governance Under Early Phase Incident Uncertainty B78Aceaf4C",
 "text": "Stress-Testing UK AI Governance Under Early Phase Incident Uncertainty presents the following source proposition: While this architecture is designed to balance innovation and risk management, it has largely been developed under relatively stable conditions. This proposition is pertinent to Kaal's source-bound claim that Regulatory timing under disruptive innovation is a two sided risk: regulate too early and innovation is inhibited, withhold regulation too long and consumers and markets are harmed once regulatory inertia has formed around the disruptive product or service. 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.",
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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: 0.3712.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
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  "name": "Stress-Testing UK AI Governance Under Early Phase Incident Uncertainty",
  "url": "https://doi.org/10.2139/ssrn.6174741"
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  "url": "https://wulfkaal.github.io/claims/2740477-019",
  "citation": "Wulf A. Kaal, Erik P.M. Vermeulen, Venture Capital as Dynamic Regulation of Disruptive Innovation (2016). SSRN: https://ssrn.com/abstract=2740477",
  "paper": "Wulf A. Kaal, Erik P.M. Vermeulen, Venture Capital as Dynamic Regulation of Disruptive Innovation",
  "authors": [
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  "year": "2016",
  "ssrn": "https://ssrn.com/abstract=2740477",
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 "mappingWhyRelevant": "Shared high-information concepts: under, early, innovation, risk, has. Scope: regulation of a disruptive product or service.",
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    "whyRelevant": "Shared high-information concepts: uncertainty, innovation, largely. Scope: community issued tokens without government or corporate sponsorship in the early 2020s.",
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    "whyRelevant": "Shared high-information concepts: testing, while, innovation. Scope: based on the UK FCA sandbox introduced April 2016 and later ASIC, MAS, and FSRA sandboxes.",
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