{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-6204",
 "identifier": "kaal:position:2026-07-31-6204",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Blockchain Ai And Human Intelligence 6D61853Cd2",
 "text": "Blockchain, AI, and Human Intelligence presents the following source proposition: The resultant human-agent-robot team (HART) in turn enables clusters of local co-production and collaboration, which leverage human intelligence to support robots and AI agents. This proposition is pertinent to Kaal's source-bound claim that The majority of private fund advisers that deploy blockchain technology, artificial intelligence, and big data in their operations or strategy charge their investors lower fees, even though not all blockchain enabled funds charge per transaction fees. The proposed response is an agreement: 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": "agreement",
 "keywords": [
  "blockchain",
  "ai-and-agents",
  "private-funds",
  "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: 0.3803.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "Blockchain, AI, and Human Intelligence",
  "url": "http://dx.doi.org/10.1201/9781003427322-2"
 },
 "extends": {
  "identifier": "kaal:claim:2959730-002",
  "url": "https://wulfkaal.github.io/claims/2959730-002",
  "citation": "Wulf A. Kaal, Blockchain Applications and Fee Structure Developments in Private Investment Funds (2017). SSRN: https://ssrn.com/abstract=2959730",
  "paper": "Wulf A. Kaal, Blockchain Applications and Fee Structure Developments in Private Investment Funds",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2017",
  "ssrn": "https://ssrn.com/abstract=2959730",
  "source_pdf_sha256": "ebd86972d8817b0c1c80326ae5564476983cedba3f258ff3b2610f156b93fb50"
 },
 "isBasedOn": [
  {
   "@id": "https://wulfkaal.github.io/claims/2959730-002"
  },
  {
   "@type": "CreativeWork",
   "name": "Blockchain, AI, and Human Intelligence",
   "url": "http://dx.doi.org/10.1201/9781003427322-2"
  }
 ],
 "batch_id": "kaal-review:2026-07-31:streaming-etl-0003",
 "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/2026-07-31-6204",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-6204.md",
 "candidateId": "kaal:response-draft:2026-07-31:3c58f02ea51a17b5355d",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.3803,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: blockchain, intelligence, agents, artificial, technology, applications. Scope: advisers using the technologies in operations or strategy.",
 "sourceProvenance": {
  "source": "openalex",
  "sourceRecordId": "https://openalex.org/W4385659143",
  "queryId": "concept:ee778ad15ea3",
  "queryText": "decentralized autonomous organization",
  "canonicalUrl": "http://dx.doi.org/10.1201/9781003427322-2",
  "doi": "10.1201/9781003427322-2",
  "externalIds": {
   "OpenAlex": "https://openalex.org/W4385659143",
   "DOI": "10.1201/9781003427322-2"
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  "retrievedAt": "2026-07-31T17:52:13.866Z",
  "providerPage": 12,
  "rawObservationSha256": "eadafe4b485e1cd7ed25c8d6abc6d2cf2dd7c8da4c992341d880f8b70fc79537",
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  "inputLine": 9637,
  "chunkId": "openalex-00006",
  "workId": "work:doi:10.1201/9781003427322-2",
  "workAuthors": [
   "Abdeljalil Beniiche"
  ],
  "workPublishedAt": "2023-08-08",
  "identityKeys": [
   "doi:10.1201/9781003427322-2",
   "openalex:https://openalex.org/w4385659143",
   "url:http://dx.doi.org/10.1201/9781003427322-2",
   "title:7eee41c40752f4fec0097b60",
   "proposition:759087d6d300fbb7fbdefda936c24586d7b965ab59aae6d847404c8caa29af00"
  ],
  "sourceProposition": "The resultant human-agent-robot team (HART) in turn enables clusters of local co-production and collaboration, which leverage human intelligence to support robots and AI agents.",
  "sourcePropositionSha256": "ce8a52564ec2fe53a69d8709d644fa59f52607a0a37f97a37c8119a01ed40d1d",
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  "claimMappings": [
   {
    "claimId": "kaal:claim:2959730-002",
    "claimUrl": "https://wulfkaal.github.io/claims/2959730-002",
    "rank": 1,
    "confidence": 0.3803,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: blockchain, intelligence, agents, artificial, technology, applications. Scope: advisers using the technologies in operations or strategy.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3409548-037",
    "claimUrl": "https://wulfkaal.github.io/claims/3409548-037",
    "rank": 2,
    "confidence": 0.3803,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: blockchain, intelligence, agents, artificial, technology, applications. Scope: large fund advisers as of 2019.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3808867-030",
    "claimUrl": "https://wulfkaal.github.io/claims/3808867-030",
    "rank": 3,
    "confidence": 0.3699,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: blockchain, human, enables, support, agents, applications. Scope: blockchain based systems with accumulated human voting records.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:2922176-034",
    "claimUrl": "https://wulfkaal.github.io/claims/2922176-034",
    "rank": 4,
    "confidence": 0.3664,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: blockchain, intelligence, agents, science, artificial. Scope: review source claim scope.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:2959730-001",
    "claimUrl": "https://wulfkaal.github.io/claims/2959730-001",
    "rank": 5,
    "confidence": 0.3532,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: blockchain, intelligence, artificial, technology, applications. Scope: private investment fund industry; period of roughly 2007 to 2017.",
    "ambiguous": true
   }
  ]
 },
 "userAffirmation": "I affirm batch kaal-review:2026-07-31:streaming-etl-0003, SHA-256 8afd77518bf3e6dff3e21ea20524a254cd29e7e4678a80362a24c26c8dc039e2, 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": "dae80989ca601b2de2f91830cfad80b93ff3175a517601578d11fef4ecf9cc2f"
}