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 "name": "Streaming Blockchain Enabled Ethical Governance Framework For Transparent Accounta A274306466",
 "text": "Blockchain-Enabled Ethical Governance Framework for Transparent, Accountable, and Trustworthy AI Systems presents the following source proposition: By embedding ethical principles across the AI lifecycle, B-EGAI fosters accountability and trustworthiness in real-world applications. This proposition is pertinent to Kaal's source-bound claim that Recording every AI agent decision and transaction on a blockchain produces a permanent tamper proof record that enables public verification and fosters accountability, because no single entity can alter the historical record. 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": {
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  "name": "Wulf A. Kaal",
  "identifier": "https://orcid.org/0009-0008-7840-1847"
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  "External evidence level: abstract indexed.",
  "Mapping review tier: moderate-confidence claim review.",
  "Primary mapping confidence: 0.3638.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
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  "name": "Blockchain-Enabled Ethical Governance Framework for Transparent, Accountable, and Trustworthy AI Systems",
  "url": "https://doi.org/10.4018/979-8-3373-6038-6.ch004"
 },
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  "url": "https://wulfkaal.github.io/claims/5245185-033",
  "citation": "Wulf A. Kaal, How can we Best Monitor AI Agents (2025). SSRN: https://ssrn.com/abstract=5245185",
  "paper": "Wulf A. Kaal, How can we Best Monitor AI Agents",
  "authors": [
   "Wulf A. Kaal"
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  "year": "2025",
  "ssrn": "https://ssrn.com/abstract=5245185",
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 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: blockchain, fosters, accountability. Scope: immutable ledger recording of agent decisions and transactions.",
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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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