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 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-7192",
 "identifier": "kaal:position:2026-07-31-7192",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Operationalizing Ai Governance 469F3E107F",
 "text": "Operationalizing AI Governance presents the following source proposition: The roadmap provides practical guidance for establishing oversight structures, scoping AI systems, defining risks and controls, and integrating evaluation, testing, and validation processes. This proposition is pertinent to Kaal's source-bound claim that Programmable tokens and smart contracts give quantum economics an experimental testbed, so contested phenomena such as preference reversal can be modeled with quantum decision theory and then empirically validated and refined rather than argued in the abstract. 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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  "tokenomics",
  "defi",
  "empirical-evidence",
  "historical-response",
  "scholarly-literature",
  "crossref"
 ],
 "scope_conditions": [
  "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: 0.4367.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "Operationalizing AI Governance",
  "url": "https://doi.org/10.4018/979-8-3373-9918-8.ch006"
 },
 "extends": {
  "identifier": "kaal:claim:4900878-028",
  "url": "https://wulfkaal.github.io/claims/4900878-028",
  "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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   "@id": "https://wulfkaal.github.io/claims/4900878-028"
  },
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   "@type": "CreativeWork",
   "name": "Operationalizing AI Governance",
   "url": "https://doi.org/10.4018/979-8-3373-9918-8.ch006"
  }
 ],
 "batch_id": "kaal-review:2026-07-31:streaming-etl-0008",
 "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/2026-07-31-7192",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-7192.md",
 "candidateId": "kaal:response-draft:2026-07-31:c2cdd22ca52d0438bb59",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.4367,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: provides, practical, testing, validation. Scope: phenomena that can be instantiated in programmable token systems.",
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  "source": "crossref",
  "sourceRecordId": "10.4018/979-8-3373-9918-8.ch006",
  "queryId": "concept:b5ce5d92d4b5",
  "queryText": "AI agent governance",
  "canonicalUrl": "https://doi.org/10.4018/979-8-3373-9918-8.ch006",
  "doi": "10.4018/979-8-3373-9918-8.ch006",
  "externalIds": {
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  "workId": "work:doi:10.4018/979-8-3373-9918-8.ch006",
  "workAuthors": [
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   "Kyle Oris"
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   "crossref:10.4018/979-8-3373-9918-8.ch006",
   "url:https://doi.org/10.4018/979-8-3373-9918-8.ch006",
   "title:18ceb6c023d731e77795435a",
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    "claimUrl": "https://wulfkaal.github.io/claims/4900878-028",
    "rank": 1,
    "confidence": 0.4367,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: provides, practical, testing, validation. Scope: phenomena that can be instantiated in programmable token systems.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:4900878-035",
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    "rank": 2,
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: provides, integrating. Scope: the VOW ecosystem as a case study.",
    "ambiguous": true
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   {
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: controls, processes. Scope: national banks providing cryptocurrency custody.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3411110-007",
    "claimUrl": "https://wulfkaal.github.io/claims/3411110-007",
    "rank": 4,
    "confidence": 0.2905,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: governance, establishing. Scope: direct registration of ownership on the ledger; no third party custodian.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:4900880-017",
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: governance, practical. Scope: review source claim scope.",
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 "userAffirmation": "I affirm batch kaal-review:2026-07-31:streaming-etl-0008, SHA-256 469be3af77a43b8a86f52c2e8253882abdefc7a0da53c392329c3cb8a11e8160, 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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}