{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-6525",
 "identifier": "kaal:position:2026-07-31-6525",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming It Strategic Alignment In The Decentralized Finance Defi Cbdc And Digita 0Bb454761A",
 "text": "IT Strategic alignment in the decentralized finance (DeFi): CBDC and digital currencies presents the following source proposition: Blockchain is a Distributed Ledger Technology (DLT) which supports cryptocurrencies, this may be considered as the most promising disruptive technology in the industry 4.0 context. This proposition is pertinent to Kaal's source-bound claim that Most large private equity and hedge fund advisers have not yet even considered combining blockchain with big data and artificial intelligence, leaving first mover efficiency gains to smaller competitors. 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": [
  "blockchain",
  "ai-and-agents",
  "historical-response",
  "scholarly-literature",
  "openalex"
 ],
 "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: 0.3654.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "IT Strategic alignment in the decentralized finance (DeFi): CBDC and digital currencies",
  "url": "http://arxiv.org/abs/2405.10678"
 },
 "extends": {
  "identifier": "kaal:claim:3409548-037",
  "url": "https://wulfkaal.github.io/claims/3409548-037",
  "citation": "Kaal, Financial Technology and Hedge Funds (2019). SSRN: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3409548",
  "paper": "Kaal, Financial Technology and Hedge Funds",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2019",
  "ssrn": null,
  "source_pdf_sha256": "74227ab2656b06bfe4a29c942fc2ba26df9f476917e0a9f85ec038b8c3402c40"
 },
 "isBasedOn": [
  {
   "@id": "https://wulfkaal.github.io/claims/3409548-037"
  },
  {
   "@type": "CreativeWork",
   "name": "IT Strategic alignment in the decentralized finance (DeFi): CBDC and digital currencies",
   "url": "http://arxiv.org/abs/2405.10678"
  }
 ],
 "batch_id": "kaal-review:2026-07-31:streaming-etl-0005",
 "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/2026-07-31-6525",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-6525.md",
 "candidateId": "kaal:response-draft:2026-07-31:c77314973c344165b29d",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.3654,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: blockchain, technology, considered, most, industry, financial, efficiency. Scope: large fund advisers as of 2019.",
 "sourceProvenance": {
  "source": "openalex",
  "sourceRecordId": "https://openalex.org/W4398156342",
  "queryId": "concept:ee778ad15ea3",
  "queryText": "decentralized autonomous organization",
  "canonicalUrl": "http://arxiv.org/abs/2405.10678",
  "doi": "10.48550/arxiv.2405.10678",
  "externalIds": {
   "OpenAlex": "https://openalex.org/W4398156342",
   "DOI": "10.48550/arxiv.2405.10678"
  },
  "retrievedAt": "2026-07-31T17:52:24.118Z",
  "providerPage": 23,
  "rawObservationSha256": "347de353fd40f9e556874956d42ee11724921f95d578036ce65c35a5ed7bb844",
  "inputSnapshotSha256": "bdb2cd83e925a3abd26bab9a4375d1355c1d8fbab8736869dc7845f3ba159924",
  "inputLine": 11836,
  "chunkId": "openalex-00001",
  "workId": "work:doi:10.48550/arxiv.2405.10678",
  "workAuthors": [
   "Carlos Alberto Durigan Junior",
   "Fernando José Barbin Laurindo"
  ],
  "workPublishedAt": "2024-05-17",
  "identityKeys": [
   "doi:10.48550/arxiv.2405.10678",
   "openalex:https://openalex.org/w4398156342",
   "url:http://arxiv.org/abs/2405.10678",
   "title:b5b8dd0c2f07ec00cca39bf9",
   "proposition:f0ce2d809eb9161576115a0beb4c83d2d97deade78262d3ae89d5489fedaebf7"
  ],
  "sourceProposition": "Blockchain is a Distributed Ledger Technology (DLT) which supports cryptocurrencies, this may be considered as the most promising disruptive technology in the industry 4.0 context.",
  "sourcePropositionSha256": "e756c6e994d2e0798feb34e86c08bf9562d035638d3de5a8fa8dee16330773e5",
  "sourcePropositionIndex": 1,
  "claimMappings": [
   {
    "claimId": "kaal:claim:3409548-037",
    "claimUrl": "https://wulfkaal.github.io/claims/3409548-037",
    "rank": 1,
    "confidence": 0.3654,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: blockchain, technology, considered, most, industry, financial, efficiency. Scope: large fund advisers as of 2019.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3981021-011",
    "claimUrl": "https://wulfkaal.github.io/claims/3981021-011",
    "rank": 2,
    "confidence": 0.3567,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: decentralized, blockchain, distributed, ledger, technology, dlt. Scope: charitable donation flows recorded on distributed ledgers.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3606663-023",
    "claimUrl": "https://wulfkaal.github.io/claims/3606663-023",
    "rank": 3,
    "confidence": 0.356,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: defi, digital, cryptocurrencies, most, monetary, stability. Scope: DeFi platforms denominated in volatile cryptocurrencies.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3409548-024",
    "claimUrl": "https://wulfkaal.github.io/claims/3409548-024",
    "rank": 4,
    "confidence": 0.3487,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: blockchain, technology, industry, business, financial, economics, efficiency. Scope: review source claim scope.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3117224-022",
    "claimUrl": "https://wulfkaal.github.io/claims/3117224-022",
    "rank": 5,
    "confidence": 0.3401,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: blockchain, distributed, ledger, technology, dlt. Scope: United Kingdom.",
    "ambiguous": true
   }
  ]
 },
 "userAffirmation": "I affirm batch kaal-review:2026-07-31:streaming-etl-0005, SHA-256 38dc4a26b86055f59a04f2f22c00881f6c50aa4c4e33c702b9de7f310a3e9995, as written and authorize publication of all 248 response claims on my canonical property, preserving their evidence levels, ambiguity labels, provenance, and the unchanged 5,033 scholarly claims.",
 "sha256": "2d0cc834ca771e307f8792af8b2c04c86fed5e9a3392d5666fd1c5cd2b0bc384"
}