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 "name": "Historical 23D00222826B11Cb7Ef0",
 "text": "Artificial Intelligence for Social Innovation: Beyond the Noise of Algorithms and Datafication should be assessed against Kaal's source-bound claim that Combining quantum computing with blockchain and DAO frameworks makes a governance model possible that is simultaneously transparent, decentralized, and adaptive, supporting efficient and fair resource distribution and continuous innovation. 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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  "@type": "Person",
  "name": "Wulf A. Kaal",
  "identifier": "https://orcid.org/0009-0008-7840-1847"
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 "dateModified": "2026-07-31",
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  "dao",
  "governance-design",
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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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  "name": "Artificial Intelligence for Social Innovation: Beyond the Noise of Algorithms and Datafication",
  "url": "https://www.semanticscholar.org/paper/134ac603f59f5ee0d74ae395b5e15ba6c278ef7e"
 },
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  "identifier": "kaal:claim:4900880-039",
  "url": "https://wulfkaal.github.io/claims/4900880-039",
  "citation": "Wulf A. Kaal, Quantum Economy and the Future of Work (2024). SSRN: https://ssrn.com/abstract=4900880",
  "paper": "Quantum Economy and the Future of Work",
  "authors": [
   "Wulf A. Kaal"
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  "year": "2024",
  "ssrn": "https://ssrn.com/abstract=4900880",
  "source_pdf_sha256": "64ea6e8b7cfb3d9a83801eba54f9b87182b842a963273ddab7f2d5305639db73"
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   "@type": "CreativeWork",
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 "publicationStatus": "public",
 "recordTypeNote": "Dated commentary position extending a scholarly corpus claim. Not a verbatim claim extracted from the paper.",
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 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-2314.md",
 "candidateId": "kaal:response-candidate:2026-07-31:a6b8623eba4e61c0",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "ambiguity triage before claim review",
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 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: innovation, era, governance, future, integrating, 2024, decentralized, blockchain. Scope: review source claim scope.",
 "sourceProvenance": {
  "source": "Semantic Scholar",
  "api": "https://api.semanticscholar.org/graph/v1/paper/search/bulk",
  "query": "decentralized autonomous organization",
  "queryId": "concept:ee778ad15ea3",
  "page": 1,
  "sourceRank": 63,
  "retrievedAt": "2026-07-31T13:58:11.476Z",
  "citationCount": 23,
  "venue": "Sustainability",
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 "userAffirmation": "Approved as written by Wulf A. Kaal on 2026-07-31.",
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