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 "name": "Historical Fdbcc4B51Ef4Cfba35F7",
 "text": "Business and Regulatory Responses to Artificial Intelligence: Dynamic Regulation, Innovation Ecosystems and the Strategic Management of Disruptive Technology should be assessed against Kaal's source-bound claim that Well-capitalized centralized incumbents can outpace decentralized entrants in user acquisition by leveraging existing customer bases and brand recognition, so decentralized startups must show clear advantages in compensation, transparency, or data protection to win adoption. The current metadata indicates a plausible connection through dynamic regulation, but the defensible response is a qualification until the source text confirms agreement, scope, methods, and limitations.",
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  "identifier": "https://orcid.org/0009-0008-7840-1847"
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  "innovation"
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  "External evidence level: abstract indexed.",
  "Mapping review tier: ambiguity triage 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/e9cc357fd4e9d6155d6cf0965d0238d876f6a6d5"
 },
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  "identifier": "kaal:claim:5095633-030",
  "url": "https://wulfkaal.github.io/claims/5095633-030",
  "citation": "Wulf A. Kaal, Artificial Intelligence The Final Frontier (2025). SSRN: https://ssrn.com/abstract=5095633",
  "paper": "Artificial Intelligence The Final Frontier",
  "authors": [
   "Wulf A. Kaal"
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  "year": "2025",
  "ssrn": "https://ssrn.com/abstract=5095633",
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 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-2449.md",
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 "mappingWhyRelevant": "Shared high-information concepts: artificial, intelligence, innovation, well, leverage, established, startups, existing. Scope: competitive market with entrenched centralized providers.",
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  "api": "https://api.semanticscholar.org/graph/v1/paper/search/bulk",
  "query": "dynamic regulation",
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