{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-7458",
 "identifier": "kaal:position:2026-07-31-7458",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming The Ai Governance Market Institutional Frameworks Regulatory Architectur D207023Ac0",
 "text": "The AI Governance Market: Institutional Frameworks, Regulatory Architecture, and the Economics of Trust in Artificial Intelligence Systems presents the following source proposition: The rapid diffusion of artificial intelligence (AI) across economic sectors has generated substantial efficiency gains while simultaneously amplifying systemic risks related to safety, accountability, bias, and societal trust. This proposition is pertinent to Kaal's source-bound claim that Because qubits hold multiple states simultaneously, quantum computers can perform complex calculations far faster than classical machines, and in a quantum economy this computational power can be used to solve intricate economic models, optimize resource allocation, and improve decision making across sectors. 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",
 "creativeWorkStatus": "Affirmed",
 "responseType": "extension",
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  "historical-response",
  "scholarly-literature",
  "crossref"
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  "The response is limited to the retrieved source proposition and mapped Kaal claim unless fuller source review supports a broader conclusion.",
  "External evidence level: abstract indexed.",
  "Mapping review tier: moderate-confidence claim review.",
  "Primary mapping confidence: 0.3577.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "The AI Governance Market: Institutional Frameworks, Regulatory Architecture, and the Economics of Trust in Artificial Intelligence Systems",
  "url": "https://doi.org/10.2139/ssrn.6067308"
 },
 "extends": {
  "identifier": "kaal:claim:4900878-002",
  "url": "https://wulfkaal.github.io/claims/4900878-002",
  "citation": "Wulf A. Kaal, Quantum Economy and Tokenomics (2024). SSRN: https://ssrn.com/abstract=4900878",
  "paper": "Wulf A. Kaal, Quantum Economy and Tokenomics",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2024",
  "ssrn": "https://ssrn.com/abstract=4900878",
  "source_pdf_sha256": "75bf96d3b751b4ad0a6ca4a32591cf026094f113e3a372aa6c61790941b391f7"
 },
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   "name": "The AI Governance Market: Institutional Frameworks, Regulatory Architecture, and the Economics of Trust in Artificial Intelligence Systems",
   "url": "https://doi.org/10.2139/ssrn.6067308"
  }
 ],
 "batch_id": "kaal-review:2026-07-31:streaming-etl-0009",
 "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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 "version": "1.0",
 "canonical_url": "https://wulfkaal.github.io/positions/2026-07-31-7458",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-7458.md",
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 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.3577,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: economics, across, economic, sectors, simultaneously. Scope: assumes continued advance of quantum computing hardware.",
 "sourceProvenance": {
  "source": "crossref",
  "sourceRecordId": "10.2139/ssrn.6067308",
  "queryId": "concept:b5ce5d92d4b5",
  "queryText": "AI agent governance",
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  "doi": "10.2139/ssrn.6067308",
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  "workAuthors": [
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: economics, across, economic, sectors, simultaneously. Scope: assumes continued advance of quantum computing hardware.",
    "ambiguous": true
   },
   {
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    "claimUrl": "https://wulfkaal.github.io/claims/5541658-025",
    "rank": 2,
    "confidence": 0.3514,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: governance, artificial, intelligence, systemic, risks. Scope: United States federal and state oversight of AI in legal and judicial contexts.",
    "ambiguous": true
   },
   {
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    "rank": 3,
    "confidence": 0.3489,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: economics, trust, artificial, intelligence, while. Scope: the existing empirical literature on AI in judicial systems.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:5541658-024",
    "claimUrl": "https://wulfkaal.github.io/claims/5541658-024",
    "rank": 4,
    "confidence": 0.3401,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: artificial, intelligence, systemic, bias. Scope: European Union; AI systems used in judicial proceedings including predictive analytics and judicial decision support.",
    "ambiguous": true
   },
   {
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    "claimUrl": "https://wulfkaal.github.io/claims/5887242-006",
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    "confidence": 0.3339,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: governance, architecture, economics, economic, simultaneously. Scope: review source claim scope.",
    "ambiguous": true
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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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