{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-6439",
 "identifier": "kaal:position:2026-07-31-6439",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming A Blockchain Driven Cyber Systemic Approach To Hybrid Reality Ed784A15A9",
 "text": "A Blockchain-Driven Cyber-Systemic Approach to Hybrid Reality presents the following source proposition: Hybrid Reality (HyR) is the place where human beings and artificial entities interact. This proposition is pertinent to Kaal's source-bound claim that Legacy systems at private investment funds and banks are more expensive, more error prone, and slower than emerging blockchain technologies, a gap illustrated by the $1.7 trillion in processing fees banks charged in 2014. 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",
  "economics",
  "systemic-risk",
  "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: 0.3704.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "A Blockchain-Driven Cyber-Systemic Approach to Hybrid Reality",
  "url": "https://doi.org/10.3390/systems13040294"
 },
 "extends": {
  "identifier": "kaal:claim:3409548-023",
  "url": "https://wulfkaal.github.io/claims/3409548-023",
  "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/3409548-023"
  },
  {
   "@type": "CreativeWork",
   "name": "A Blockchain-Driven Cyber-Systemic Approach to Hybrid Reality",
   "url": "https://doi.org/10.3390/systems13040294"
  }
 ],
 "batch_id": "kaal-review:2026-07-31:streaming-etl-0004",
 "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/2026-07-31-6439",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-6439.md",
 "candidateId": "kaal:response-draft:2026-07-31:1d767afa0e324806b808",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.3704,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: blockchain, systemic, human, risk, economics, financial, technology. Scope: comparison of bank and fund legacy processing systems with blockchain.",
 "sourceProvenance": {
  "source": "openalex",
  "sourceRecordId": "https://openalex.org/W4409525727",
  "queryId": "concept:ee778ad15ea3",
  "queryText": "decentralized autonomous organization",
  "canonicalUrl": "https://doi.org/10.3390/systems13040294",
  "doi": "10.3390/systems13040294",
  "externalIds": {
   "OpenAlex": "https://openalex.org/W4409525727",
   "DOI": "10.3390/systems13040294"
  },
  "retrievedAt": "2026-07-31T17:52:21.992Z",
  "providerPage": 20,
  "rawObservationSha256": "1e37a9df8decc0cc98e69c9f5678aa79e2e54ee21664b0ad4697967072cdb94a",
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  "inputLine": 11233,
  "chunkId": "openalex-00006",
  "workId": "work:doi:10.3390/systems13040294",
  "workAuthors": [
   "Massimiliano Pirani",
   "Alessandro Cucchiarelli",
   "Tariq Naeem",
   "Luca Spalazzi"
  ],
  "workPublishedAt": "2025-04-17",
  "identityKeys": [
   "doi:10.3390/systems13040294",
   "openalex:https://openalex.org/w4409525727",
   "url:https://doi.org/10.3390/systems13040294",
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  ],
  "sourceProposition": "Hybrid Reality (HyR) is the place where human beings and artificial entities interact.",
  "sourcePropositionSha256": "3dc8a4ebf96cdc4329ca861bedfb59dc19676ea9d79d4d779bd368086426a959",
  "sourcePropositionIndex": 0,
  "claimMappings": [
   {
    "claimId": "kaal:claim:3409548-023",
    "claimUrl": "https://wulfkaal.github.io/claims/3409548-023",
    "rank": 1,
    "confidence": 0.3704,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: blockchain, systemic, human, risk, economics, financial, technology. Scope: comparison of bank and fund legacy processing systems with blockchain.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3409548-037",
    "claimUrl": "https://wulfkaal.github.io/claims/3409548-037",
    "rank": 2,
    "confidence": 0.3536,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: blockchain, artificial, financial, technology, applications. Scope: large fund advisers as of 2019.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:2922176-034",
    "claimUrl": "https://wulfkaal.github.io/claims/2922176-034",
    "rank": 3,
    "confidence": 0.3481,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: blockchain, driven, artificial, science. Scope: review source claim scope.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:2959730-001",
    "claimUrl": "https://wulfkaal.github.io/claims/2959730-001",
    "rank": 4,
    "confidence": 0.3279,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: blockchain, artificial, technology, applications. 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": 5,
    "confidence": 0.3279,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: blockchain, artificial, technology, applications. Scope: advisers using the technologies in operations or strategy.",
    "ambiguous": true
   }
  ]
 },
 "userAffirmation": "I affirm batch kaal-review:2026-07-31:streaming-etl-0004, SHA-256 76656a95748a5e70056673ed7e170eaf52eb7b843129dad96311bc6e84b0ce9f, 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": "a7c859e8aae1f1f0721e08a361e90f40e2c134923fb06b6479d591d5b4a60daf"
}