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 "@id": "https://wulfkaal.github.io/positions/2026-07-31-7635",
 "identifier": "kaal:position:2026-07-31-7635",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Explainability Burden And Accountability Of Organizational Ai Decisions  D771539195",
 "text": "Explainability Burden and Accountability of Organizational AI Decisions: A Blockchain Based Governance Model presents the following source proposition: The speed with which artificial intelligence has proliferated in organizational decision-making has intensified the accountability crisis. This proposition is pertinent to Kaal's source-bound claim that DAO accountability comes from the recording mechanism itself: because all transactions and decisions are written to an immutable blockchain that every stakeholder can inspect, no single actor can easily manipulate or obscure organizational activity. 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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  "disclosure",
  "blockchain",
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  "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: 0.5045.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "Explainability Burden and Accountability of Organizational AI Decisions: A Blockchain Based Governance Model",
  "url": "https://doi.org/10.51290/dpusbe.1879148"
 },
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  "identifier": "kaal:claim:4900880-036",
  "url": "https://wulfkaal.github.io/claims/4900880-036",
  "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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   "url": "https://doi.org/10.51290/dpusbe.1879148"
  }
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 "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: accountability, organizational, decisions, blockchain, governance, making. Scope: review source claim scope.",
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  "queryId": "concept:b5ce5d92d4b5",
  "queryText": "AI agent governance",
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  "workId": "work:doi:10.51290/dpusbe.1879148",
  "workAuthors": [
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   {
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: blockchain, artificial, intelligence, has. Scope: private investment fund industry; period of roughly 2007 to 2017.",
    "ambiguous": true
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: decisions, blockchain, governance, decision. Scope: where AI data inputs and modifications are recorded on an immutable ledger.",
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   {
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    "whyRelevant": "Shared high-information concepts: blockchain, artificial, intelligence. Scope: advisers using the technologies in operations or strategy.",
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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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