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 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Enhancing Responsible Agi Development Integrating Human In The Loop Appr 9199C625B5",
 "text": "Enhancing Responsible AGI Development: Integrating Human-in-the-loop Approaches with Blockchain-based Smart Contracts presents the following source proposition: It creates an immutable, transparent audit trail of AGI decisions and human interventions, crucial for accountability and continuous improvement. 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",
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  "External evidence level: abstract indexed.",
  "Mapping review tier: moderate-confidence claim review.",
  "Primary mapping confidence: 0.3721.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
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  "url": "https://www.semanticscholar.org/paper/ad36c1aac84f998ef91867d5bf5cd86e34aed658"
 },
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  "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"
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  "year": "2024",
  "ssrn": "https://ssrn.com/abstract=4900880",
  "source_pdf_sha256": "64ea6e8b7cfb3d9a83801eba54f9b87182b842a963273ddab7f2d5305639db73"
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   "url": "https://www.semanticscholar.org/paper/ad36c1aac84f998ef91867d5bf5cd86e34aed658"
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 "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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  "queryText": "decentralization governance",
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    "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.",
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