{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-7653",
 "identifier": "kaal:position:2026-07-31-7653",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Use Of Agent Based Ai Applications In Research Institutions 5426Eabe2F",
 "text": "Use of Agent-Based AI Applications in Research Institutions presents the following source proposition: Research institutions face increasing pressure to ensure methodological rigour, transparency, and governance compliance under conditions of growing complexity and limited human resources. This proposition is pertinent to Kaal's source-bound claim that Increased transparency from blockchain recordkeeping lowers fees by allowing a fund to expend fewer resources on auditing itself. 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": [
  "compliance",
  "disclosure",
  "historical-response",
  "scholarly-literature",
  "crossref"
 ],
 "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: 0.4009.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "Use of Agent-Based AI Applications in Research Institutions",
  "url": "https://doi.org/10.52403/ijrr.20260119"
 },
 "extends": {
  "identifier": "kaal:claim:2959730-034",
  "url": "https://wulfkaal.github.io/claims/2959730-034",
  "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/2959730-034"
  },
  {
   "@type": "CreativeWork",
   "name": "Use of Agent-Based AI Applications in Research Institutions",
   "url": "https://doi.org/10.52403/ijrr.20260119"
  }
 ],
 "batch_id": "kaal-review:2026-07-31:streaming-etl-0010",
 "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/2026-07-31-7653",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-7653.md",
 "candidateId": "kaal:response-draft:2026-07-31:ddd82bc31f6c6254d769",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.4009,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: applications, transparency, compliance, resources. Scope: funds whose holdings are recorded on a verifiable public ledger.",
 "sourceProvenance": {
  "source": "crossref",
  "sourceRecordId": "10.52403/ijrr.20260119",
  "queryId": "concept:b5ce5d92d4b5",
  "queryText": "AI agent governance",
  "canonicalUrl": "https://doi.org/10.52403/ijrr.20260119",
  "doi": "10.52403/ijrr.20260119",
  "externalIds": {
   "DOI": "10.52403/ijrr.20260119",
   "Crossref": "10.52403/ijrr.20260119"
  },
  "retrievedAt": "2026-07-31T20:34:07.008Z",
  "providerPage": 19,
  "rawObservationSha256": "10817a76bdc67a4a104f07a62fade261702634b132710b3defaa0953f4cec754",
  "inputSnapshotSha256": "95f3c3e1638ca36a1683b7a07036b5ed8191ad7a1549b24a5ebff941a468f5ce",
  "inputLine": 4666,
  "chunkId": "crossref-00001",
  "workId": "work:doi:10.52403/ijrr.20260119",
  "workAuthors": [
   "Peter Schlecht",
   "Tobias Oberdieck",
   "Enrico Moch"
  ],
  "workPublishedAt": "2026-01-16",
  "identityKeys": [
   "doi:10.52403/ijrr.20260119",
   "crossref:10.52403/ijrr.20260119",
   "url:https://doi.org/10.52403/ijrr.20260119",
   "title:7495c47f5f2cd839242d8a08",
   "proposition:f0bda1bfbab59b06a61d41af2c3d73f59aec6b71f07f2d44f85b4923d6529e72"
  ],
  "sourceProposition": "Research institutions face increasing pressure to ensure methodological rigour, transparency, and governance compliance under conditions of growing complexity and limited human resources.",
  "sourcePropositionSha256": "f73b31717a82cb5514f5c7487d4c3d423753fcb7ac6cf7c8dd40f4efdaa12de4",
  "sourcePropositionIndex": 0,
  "claimMappings": [
   {
    "claimId": "kaal:claim:2959730-034",
    "claimUrl": "https://wulfkaal.github.io/claims/2959730-034",
    "rank": 1,
    "confidence": 0.4009,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: applications, transparency, compliance, resources. Scope: funds whose holdings are recorded on a verifiable public ledger.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:5245185-001",
    "claimUrl": "https://wulfkaal.github.io/claims/5245185-001",
    "rank": 2,
    "confidence": 0.378,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: agent, transparency, compliance, limited. Scope: centralized supervision of autonomous AI agent transaction execution.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:2150377-026",
    "claimUrl": "https://wulfkaal.github.io/claims/2150377-026",
    "rank": 3,
    "confidence": 0.3731,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: increasing, pressure, compliance, under. Scope: respondents who answered yes to survey Question 7.b.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3373393-027",
    "claimUrl": "https://wulfkaal.github.io/claims/3373393-027",
    "rank": 4,
    "confidence": 0.3672,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: agent, pressure, governance, compliance. Scope: review source claim scope.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:1428387-024",
    "claimUrl": "https://wulfkaal.github.io/claims/1428387-024",
    "rank": 5,
    "confidence": 0.3651,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: agent, ensure, governance, compliance. Scope: under the issuer-pays rating model for CDOs.",
    "ambiguous": true
   }
  ]
 },
 "userAffirmation": "affirm batch kaal-review:2026-07-31:streaming-etl-0010, SHA-256 702170a5716aed9e79302e88407930485844aeec8c140fe64a7bf7d5dd9603af, 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": "c68eed3c87d5178a9ec7b1e928c90e222f024e490e2395fd9e835035c541a113"
}