{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-6911",
 "identifier": "kaal:position:2026-07-31-6911",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Blockchain Based Platform For Trusted Collaborations On Data And Ai Mode 0F0Cf5F992",
 "text": "Blockchain-Based Platform for Trusted Collaborations on Data and AI Models presents the following source proposition: Such collaboration between organizations today happens in an ad hoc manner, with very little visibility and systemic control on who is accessing the data, how, and for what purpose. This proposition is pertinent to Kaal's source-bound claim that Critics who dismiss artificial intelligence on boards as science fiction not worth engaging are wrong: AI on boards is a real prospect, and technologies such as blockchain-based smart contracts will both disrupt corporate governance and supply solutions to it. 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"
 },
 "datePublished": "2026-07-31",
 "dateModified": "2026-07-31",
 "creativeWorkStatus": "Affirmed",
 "responseType": "extension",
 "keywords": [
  "ai-and-agents",
  "blockchain",
  "governance-design",
  "corporate-governance",
  "innovation",
  "historical-response",
  "scholarly-literature",
  "semantic-scholar"
 ],
 "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: 0.3731.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "Blockchain-Based Platform for Trusted Collaborations on Data and AI Models",
  "url": "https://www.semanticscholar.org/paper/d6662c49eb9f5c4f52c8d00657a7a09a34b1d009"
 },
 "extends": {
  "identifier": "kaal:claim:2922176-034",
  "url": "https://wulfkaal.github.io/claims/2922176-034",
  "citation": "Mark Fenwick, Wulf A. Kaal, Erik P. M. Vermeulen, The ‘Unmediated’ and ‘Tech-Driven’ Corporate Governance of Today's Winning Companies (2017). SSRN: https://ssrn.com/abstract=2922176",
  "paper": "Mark Fenwick, Wulf A. Kaal, Erik P. M. Vermeulen, The ‘Unmediated’ and ‘Tech-Driven’ Corporate Governance of Today's Winning Companies",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2017",
  "ssrn": "https://ssrn.com/abstract=2922176",
  "source_pdf_sha256": "fa4e986917d437cb1504281e7b986be2698e9507d8feaf426c9d7d1754ca882c"
 },
 "isBasedOn": [
  {
   "@id": "https://wulfkaal.github.io/claims/2922176-034"
  },
  {
   "@type": "CreativeWork",
   "name": "Blockchain-Based Platform for Trusted Collaborations on Data and AI Models",
   "url": "https://www.semanticscholar.org/paper/d6662c49eb9f5c4f52c8d00657a7a09a34b1d009"
  }
 ],
 "batch_id": "kaal-review:2026-07-31:streaming-etl-0006",
 "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.",
 "isPartOf": {
  "@id": "https://wulfkaal.github.io/positions/index.json"
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 "version": "1.0",
 "canonical_url": "https://wulfkaal.github.io/positions/2026-07-31-6911",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-6911.md",
 "candidateId": "kaal:response-draft:2026-07-31:629d2c3b836546923011",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.3731,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: blockchain, such, today, science. Scope: review source claim scope.",
 "sourceProvenance": {
  "source": "semantic-scholar",
  "sourceRecordId": "d6662c49eb9f5c4f52c8d00657a7a09a34b1d009",
  "queryId": "concept:c8f592cb6b0b",
  "queryText": "smart contract enforceability",
  "canonicalUrl": "https://www.semanticscholar.org/paper/d6662c49eb9f5c4f52c8d00657a7a09a34b1d009",
  "doi": "10.1109/blockchain50366.2020.00018",
  "externalIds": {
   "DBLP": "conf/blockchain2/KannanSVJM20",
   "MAG": "3112834658",
   "DOI": "10.1109/Blockchain50366.2020.00018",
   "CorpusId": 228097851,
   "SemanticScholar": "d6662c49eb9f5c4f52c8d00657a7a09a34b1d009"
  },
  "retrievedAt": "2026-07-31T13:58:41.961Z",
  "providerPage": 1,
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  "workId": "work:doi:10.1109/blockchain50366.2020.00018",
  "workAuthors": [
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   "Abhishek Singh",
   "Mudit Verma",
   "Praveen Jayachandran",
   "S. Mehta"
  ],
  "workPublishedAt": "2020-11-01",
  "identityKeys": [
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   "url:https://www.semanticscholar.org/paper/d6662c49eb9f5c4f52c8d00657a7a09a34b1d009",
   "title:54f31b3fcc4c5ed3d81e9795",
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  "sourcePropositionSha256": "96e6650951cc0e4da59dd186a549bce17d09c400dd9b04bcf577fb1606176a8e",
  "sourcePropositionIndex": 1,
  "claimMappings": [
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    "claimUrl": "https://wulfkaal.github.io/claims/2922176-034",
    "rank": 1,
    "confidence": 0.3731,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: blockchain, such, today, science. Scope: review source claim scope.",
    "ambiguous": true
   },
   {
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    "claimUrl": "https://wulfkaal.github.io/claims/3227933-016",
    "rank": 2,
    "confidence": 0.3655,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: blockchain, platform, collaboration, organizations. Scope: review source claim scope.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3227933-023",
    "claimUrl": "https://wulfkaal.github.io/claims/3227933-023",
    "rank": 3,
    "confidence": 0.3285,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: blockchain, such, organizations, control. Scope: integration with legacy systems.",
    "ambiguous": true
   },
   {
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    "claimUrl": "https://wulfkaal.github.io/claims/3227933-013",
    "rank": 4,
    "confidence": 0.3284,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: blockchain, trusted, organizations. Scope: review source claim scope.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3227967-023",
    "claimUrl": "https://wulfkaal.github.io/claims/3227967-023",
    "rank": 5,
    "confidence": 0.3249,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: blockchain, platform, computer. Scope: DAOs built on public platforms, in most cases Ethereum.",
    "ambiguous": true
   }
  ]
 },
 "userAffirmation": "I affirm batch kaal-review:2026-07-31:streaming-etl-0006, SHA-256 d724cb4e85d4ecdf4e8488b6b1c8ed999688fe58732ad5a50c5c197c25427f43, 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.",
 "sha256": "3b0940f2c47be68cf77cb459b8947c04865cbb24da08f397fb319935068ccf91"
}