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 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Decentralized Governance Driven Architecture For Designing Foundation Mo Ef3F550Eed",
 "text": "Decentralized Governance-Driven Architecture for Designing Foundation-Model-Based Systems: Exploring the Role of Blockchain in Responsible AI presents the following source proposition: Furthermore, we explore blockchain’s potential as an architectural solution by providing a distributed ledger to facilitate decentralized governance. This proposition is pertinent to Kaal's source-bound claim that Internet based platform businesses and distributed ledger technology businesses have not reached their full potential, and the core factor holding them back is worldwide decreasing trust in the internet together with under developed trust in decentralized technology solutions. 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",
 "keywords": [
  "reputation",
  "decentralization",
  "blockchain",
  "innovation",
  "historical-response",
  "scholarly-literature",
  "semantic-scholar"
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 "scope_conditions": [
  "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: 0.3879.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
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 "currentDebate": {
  "name": "Decentralized Governance-Driven Architecture for Designing Foundation-Model-Based Systems: Exploring the Role of Blockchain in Responsible AI",
  "url": "https://www.semanticscholar.org/paper/dc5f75776edd0c89bbbe51912236b06de7d5f94a"
 },
 "extends": {
  "identifier": "kaal:claim:3266953-001",
  "url": "https://wulfkaal.github.io/claims/3266953-001",
  "citation": "Craig Calcaterra, Wulf A. Kaal, Gopinath Sivalingam, Reputation Protocol for the Internet of Trust - Conceptual Whitepaper (2018). SSRN: https://ssrn.com/abstract=3266953",
  "paper": "Craig Calcaterra, Wulf A. Kaal, Gopinath Sivalingam, Reputation Protocol for the Internet of Trust - Conceptual Whitepaper",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2018",
  "ssrn": "https://ssrn.com/abstract=3266953",
  "source_pdf_sha256": "781758dea356e55d79c73ad7f1debe7c83de398bd1cd9e0a9a6c2802f276b4c0"
 },
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   "name": "Decentralized Governance-Driven Architecture for Designing Foundation-Model-Based Systems: Exploring the Role of Blockchain in Responsible AI",
   "url": "https://www.semanticscholar.org/paper/dc5f75776edd0c89bbbe51912236b06de7d5f94a"
  }
 ],
 "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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 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: decentralized, blockchain, potential, distributed, ledger. Scope: internet based platform businesses; distributed ledger technology businesses.",
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  "sourceRecordId": "dc5f75776edd0c89bbbe51912236b06de7d5f94a",
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  "queryText": "decentralization governance",
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  "doi": "10.1109/ms.2024.3369551",
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  "workAuthors": [
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    "ambiguous": true
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    "whyRelevant": "Shared high-information concepts: governance, driven, blockchain, science. Scope: review source claim scope.",
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    "whyRelevant": "Shared high-information concepts: governance, blockchain, furthermore, potential. Scope: applies to autonomously revenue generating AI DAOs; arises from blockchain immutability and security guarantees.",
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    "whyRelevant": "Shared high-information concepts: governance, blockchain, solution, distributed. Scope: distributed systems with independent, self interested nodes; protocols that are fixed rather than continually revisable.",
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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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