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 "name": "Historical 23D83364871B3Daff3Cd",
 "text": "The Custody Envelope Threshold: Authority-Scaled Admission of External Artifacts in Institutional Infrastructure should be assessed against Kaal's source-bound claim that Although the move toward more explainable, private, and transparent AI is desirable, Kaal argues these regulations paradoxically consolidate power within large technology companies, because only they hold the data resources and infrastructure needed to comply and still ship effective AI. The current metadata indicates a plausible connection through model context protocol, 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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  "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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 },
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  "url": "https://wulfkaal.github.io/claims/4941807-011",
  "citation": "Wulf A. Kaal, AI Governance Via Web3 Reputation System (2024). SSRN: https://ssrn.com/abstract=4941807",
  "paper": "AI Governance Via Web3 Reputation System",
  "authors": [
   "Wulf A. Kaal"
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  "ssrn": "https://ssrn.com/abstract=4941807",
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 "recordTypeNote": "Dated commentary position extending a scholarly corpus claim. Not a verbatim claim extracted from the paper.",
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  "query": "model context protocol",
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  "retrievedAt": "2026-07-31T13:58:04.528Z",
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