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 "identifier": "kaal:position:2026-07-31-7513",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Ai In Public Governance Ensuring Rights And Innovation In Non High Risk  3F41358Df3",
 "text": "AI in Public Governance: Ensuring Rights and Innovation in Non-High-Risk AI Systems in the United States presents the following source proposition: The article begins by talking about how important public trust is for the proper regulation of new technologies. This proposition is pertinent to Kaal's source-bound claim that Larger fund managers will adopt blockchain only once the long term benefits exceed implementation cost, and because that cost is much larger for them than for the smaller managers now experimenting, the threshold is higher for larger managers. The proposed response is an extension: the relationship should remain limited to the retrieved source proposition and the mapped Kaal claim unless fuller source review supports a broader conclusion.",
 "author": {
  "@type": "Person",
  "name": "Wulf A. Kaal",
  "identifier": "https://orcid.org/0009-0008-7840-1847"
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 "datePublished": "2026-07-31",
 "dateModified": "2026-07-31",
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  "External evidence level: abstract indexed.",
  "Mapping review tier: moderate-confidence claim review.",
  "Primary mapping confidence: 0.4164.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "AI in Public Governance: Ensuring Rights and Innovation in Non-High-Risk AI Systems in the United States",
  "url": "https://doi.org/10.47672/ejt.2577"
 },
 "extends": {
  "identifier": "kaal:claim:3002908-024",
  "url": "https://wulfkaal.github.io/claims/3002908-024",
  "citation": "Wulf A. Kaal, Marco Dell'Erba, Blockchain Innovation in Private Investment Funds - A Comparative Analysis of the United States and (2017). SSRN: https://ssrn.com/abstract=3002908",
  "paper": "Wulf A. Kaal, Marco Dell'Erba, Blockchain Innovation in Private Investment Funds - A Comparative Analysis of the United States and",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2017",
  "ssrn": "https://ssrn.com/abstract=3002908",
  "source_pdf_sha256": "06a7b61e75f905ee07e422e875d83a65c5033a248a6e05a213523b034e5db534"
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   "url": "https://doi.org/10.47672/ejt.2577"
  }
 ],
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 "review_provenance": "https://kaal-signal-desk.wulf577462.chatgpt.site/#review",
 "publicationStatus": "public",
 "recordTypeNote": "Dated commentary position extending a scholarly corpus claim. Not a verbatim claim extracted from the paper.",
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 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: innovation, united, states, technologies. Scope: assumes larger managers observe smaller competitors gaining operational efficiencies, cost savings, and portfolio diversification.",
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  "workAuthors": [
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    "whyRelevant": "Shared high-information concepts: innovation, risk, united, states, regulation. Scope: comparative regulation of AI in legal and judicial settings.",
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    "whyRelevant": "Shared high-information concepts: innovation, regulation, new, technologies. Scope: review source claim scope.",
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 "userAffirmation": "I affirm batch kaal-review:2026-07-31:streaming-etl-0009, SHA-256 b79e655db33b69d4e6de8a205792c1e02d068eea4880d69cd6faeb884041abdf, as written and authorize publication of all 250 response claims on my canonical property, preserving their evidence levels, ambiguity labels, provenance, and the unchanged 5,033 scholarly claims.",
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