{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-6910",
 "identifier": "kaal:position:2026-07-31-6910",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Blockchain Based Platform For Trusted Collaborations On Data And Ai Mode Dc42285C2A",
 "text": "Blockchain-Based Platform for Trusted Collaborations on Data and AI Models presents the following source proposition: Data analytics and artificial intelligence are extensively used by enterprises today and they increasingly span organization boundaries. 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: 0.4806.",
  "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"
 },
 "version": "1.0",
 "canonical_url": "https://wulfkaal.github.io/positions/2026-07-31-6910",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-6910.md",
 "candidateId": "kaal:response-draft:2026-07-31:21b3f6344450d12a727b",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.4806,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: blockchain, artificial, intelligence, 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,
  "rawObservationSha256": "d748507d74466bd36c293793ae2dad91e1a29c5b1d429ded772d0eb251f2c7dd",
  "inputSnapshotSha256": "96a846999aefd65306457ebd7971f1abef182a04b39a927618f8460274d795ab",
  "inputLine": 10159,
  "chunkId": "semantic-scholar-00041",
  "workId": "work:doi:10.1109/blockchain50366.2020.00018",
  "workAuthors": [
   "Kalapriya Kannan",
   "Abhishek Singh",
   "Mudit Verma",
   "Praveen Jayachandran",
   "S. Mehta"
  ],
  "workPublishedAt": "2020-11-01",
  "identityKeys": [
   "doi:10.1109/blockchain50366.2020.00018",
   "semantic-scholar:d6662c49eb9f5c4f52c8d00657a7a09a34b1d009",
   "url:https://www.semanticscholar.org/paper/d6662c49eb9f5c4f52c8d00657a7a09a34b1d009",
   "title:54f31b3fcc4c5ed3d81e9795",
   "proposition:85d87a47428171274306de0298c546734f418e4a486ad172a2b4ceb2fe4b0a4f"
  ],
  "sourceProposition": "Data analytics and artificial intelligence are extensively used by enterprises today and they increasingly span organization boundaries.",
  "sourcePropositionSha256": "7dc1f43366c39653890f325fcd625f0862107b9fa568223069980df3c92ee5c1",
  "sourcePropositionIndex": 0,
  "claimMappings": [
   {
    "claimId": "kaal:claim:2922176-034",
    "claimUrl": "https://wulfkaal.github.io/claims/2922176-034",
    "rank": 1,
    "confidence": 0.4806,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: blockchain, artificial, intelligence, today, science. Scope: review source claim scope.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3227967-023",
    "claimUrl": "https://wulfkaal.github.io/claims/3227967-023",
    "rank": 2,
    "confidence": 0.4065,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: blockchain, platform, they, organization, computer. Scope: DAOs built on public platforms, in most cases Ethereum.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:2959730-001",
    "claimUrl": "https://wulfkaal.github.io/claims/2959730-001",
    "rank": 3,
    "confidence": 0.3769,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: blockchain, data, artificial, intelligence. Scope: private investment fund industry; period of roughly 2007 to 2017.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:2959730-002",
    "claimUrl": "https://wulfkaal.github.io/claims/2959730-002",
    "rank": 4,
    "confidence": 0.3769,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: blockchain, data, artificial, intelligence. Scope: advisers using the technologies in operations or strategy.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:2998033-030",
    "claimUrl": "https://wulfkaal.github.io/claims/2998033-030",
    "rank": 5,
    "confidence": 0.3769,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: blockchain, data, artificial, intelligence. Scope: characterized by the author as anecdotal rather than sample based evidence.",
    "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": "cfaa272fc4a5f39602d25b6f306a6b7bd0ae4a6e39a38c0cb1e0b84cf15a506f"
}