{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-7132",
 "identifier": "kaal:position:2026-07-31-7132",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Ethical Ai Governance Using Blockchain 5F28Ba2B21",
 "text": "ETHICAL AI GOVERNANCE USING BLOCKCHAIN presents the following source proposition: This research proposes a decentralized governance framework integrating blockchain technology to strengthen ethical oversight in AI systems. This proposition is pertinent to 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 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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  "dao",
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  "semantic-scholar"
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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: 0.4879.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
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  "name": "ETHICAL AI GOVERNANCE USING BLOCKCHAIN",
  "url": "https://www.semanticscholar.org/paper/eb3c8773d6bf947cf3a68cad1838b72717731f7a"
 },
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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": "Wulf A. Kaal, Quantum Economy and the Future of Work",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2024",
  "ssrn": "https://ssrn.com/abstract=4900880",
  "source_pdf_sha256": "64ea6e8b7cfb3d9a83801eba54f9b87182b842a963273ddab7f2d5305639db73"
 },
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   "@id": "https://wulfkaal.github.io/claims/4900880-039"
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  {
   "@type": "CreativeWork",
   "name": "ETHICAL AI GOVERNANCE USING BLOCKCHAIN",
   "url": "https://www.semanticscholar.org/paper/eb3c8773d6bf947cf3a68cad1838b72717731f7a"
  }
 ],
 "batch_id": "kaal-review:2026-07-31:streaming-etl-0007",
 "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/2026-07-31-7132",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-7132.md",
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 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
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 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: governance, blockchain, decentralized, integrating. Scope: review source claim scope.",
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  "sourceRecordId": "eb3c8773d6bf947cf3a68cad1838b72717731f7a",
  "queryId": "concept:b78ed75f4a0b",
  "queryText": "decentralization governance",
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  "doi": "10.63665/rh.v7i2.34",
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  "workAuthors": [
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    "method": "idf-weighted multi-field mapping v1",
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    "ambiguous": true
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    "whyRelevant": "Shared high-information concepts: governance, blockchain, decentralized, oversight. Scope: contracts whose parameters are verified by a majority of miners or nodes.",
    "ambiguous": true
   },
   {
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: governance, blockchain, decentralized, technology. Scope: over a multi-decade time horizon; requires the supporting infrastructure components to be built.",
    "ambiguous": true
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 "userAffirmation": "I affirm batch kaal-review:2026-07-31:streaming-etl-0007, SHA-256 bf2213ee9446b647b40daf2de1dd804cd8b36c263bf153c654dd31f4a135b831, as written and authorize publication of all 154 response claims on my canonical property, preserving their evidence levels, ambiguity labels, provenance, and the unchanged 5,033 scholarly claims.",
 "sha256": "39271c2498bd7871b32a47dadc23a52319c27adef6705a9d6148862449497c70"
}