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 "name": "Streaming Integrating A Blockchain Based Governance Framework For Responsible Ai Cc5F1C998A",
 "text": "Integrating a Blockchain-Based Governance Framework for Responsible AI presents the following source proposition: When it comes to responsible AI systems, smart contracts can play a crucial role in ensuring that the terms and conditions of the contract are fair and transparent as well as that any automated decision-making is explainable and auditable. This proposition is pertinent to Kaal's source-bound claim that The fourth Howey prong fails because LER accrual is automated by smart contract and driven by the shareholder's own decision to keep holding, leaving the issuer's role ministerial rather than entrepreneurial. 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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 "dateModified": "2026-07-31",
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  "External evidence level: abstract indexed.",
  "Mapping review tier: moderate-confidence claim review.",
  "Primary mapping confidence: 0.4417.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
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  "name": "Integrating a Blockchain-Based Governance Framework for Responsible AI",
  "url": "https://doi.org/10.3390/fi15030097"
 },
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  "url": "https://wulfkaal.github.io/claims/5583610-021",
  "citation": "Wulf A. Kaal, Liquid Equity Rewards in Corporate America (2025). SSRN: https://ssrn.com/abstract=5583610",
  "paper": "Wulf A. Kaal, Liquid Equity Rewards in Corporate America",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2025",
  "ssrn": "https://ssrn.com/abstract=5583610",
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   "url": "https://doi.org/10.3390/fi15030097"
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 "recordTypeNote": "Dated commentary position extending a scholarly corpus claim. Not a verbatim claim extracted from the paper.",
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 "mappingWhyRelevant": "Shared high-information concepts: smart, contracts, role, contract, automated, decision. Scope: reward amounts are not subject to issuer discretion.",
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  "workAuthors": [
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    "whyRelevant": "Shared high-information concepts: blockchain, governance, smart, contracts, terms, transparent, any. Scope: simple agency relationships; the author later qualifies this for complex relationships.",
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    "whyRelevant": "Shared high-information concepts: blockchain, smart, contracts, terms, conditions, contract. Scope: review source claim scope.",
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    "whyRelevant": "Shared high-information concepts: smart, contracts, ensuring, terms, automated. Scope: smart contracts intended to be enforceable as common law contracts.",
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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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