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 "text": "REFLECTIONS ON THE FUTURE OF HUMANITY IN THE FACE OF TECHNOLOGICAL SINGULARITY should be assessed against Kaal's source-bound claim that Transparent DAO governance lets platforms compensate contributors according to demonstrated expertise and reputation, which mitigates the exploitative labor practices associated with centralized annotation services. The current metadata indicates a plausible connection through decentralized autonomous organization, but the defensible response is a qualification until the source text confirms agreement, scope, methods, and limitations.",
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  "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://wulfkaal.github.io/claims/5095633-025",
  "citation": "Wulf A. Kaal, Artificial Intelligence The Final Frontier (2025). SSRN: https://ssrn.com/abstract=5095633",
  "paper": "Artificial Intelligence The Final Frontier",
  "authors": [
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  "venue": "Современные технологии. Технические и естественные науки: сборник статей международной научной конференции (Архангельск, Март 2026)",
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