{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-7457",
 "identifier": "kaal:position:2026-07-31-7457",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming The Artificial Intelligence Ai Governance Dilemma 0C6F26Cbd4",
 "text": "The artificial intelligence (AI) governance dilemma presents the following source proposition: While AI systems are often discussed in terms of efficiency, innovation, or risk, less attention has been devoted to the structural misalignment between those who design, control, deploy, and are affected by these systems. This proposition is pertinent to Kaal's source-bound claim that Private fund advisers' increasing use of blockchain technology, artificial intelligence, and big data is a distinct source of downward pressure on the traditional 2/20 fee structure that commentators have not examined. The proposed response is a qualification: 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": "qualification",
 "keywords": [
  "blockchain",
  "private-funds",
  "innovation",
  "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: 0.4364.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "The artificial intelligence (AI) governance dilemma",
  "url": "https://doi.org/10.55892/jrg.v9i20.3182"
 },
 "extends": {
  "identifier": "kaal:claim:2959730-001",
  "url": "https://wulfkaal.github.io/claims/2959730-001",
  "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/2959730-001"
  },
  {
   "@type": "CreativeWork",
   "name": "The artificial intelligence (AI) governance dilemma",
   "url": "https://doi.org/10.55892/jrg.v9i20.3182"
  }
 ],
 "batch_id": "kaal-review:2026-07-31:streaming-etl-0009",
 "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/2026-07-31-7457",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-7457.md",
 "candidateId": "kaal:response-draft:2026-07-31:045071def09df9ba6277",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.4364,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: artificial, intelligence, innovation, has, been. Scope: private investment fund industry; period of roughly 2007 to 2017.",
 "sourceProvenance": {
  "source": "crossref",
  "sourceRecordId": "10.55892/jrg.v9i20.3182",
  "queryId": "concept:b5ce5d92d4b5",
  "queryText": "AI agent governance",
  "canonicalUrl": "https://doi.org/10.55892/jrg.v9i20.3182",
  "doi": "10.55892/jrg.v9i20.3182",
  "externalIds": {
   "DOI": "10.55892/jrg.v9i20.3182",
   "Crossref": "10.55892/jrg.v9i20.3182"
  },
  "retrievedAt": "2026-07-31T20:34:04.363Z",
  "providerPage": 12,
  "rawObservationSha256": "f71d3a17547e40fa11449428277b3afa004b4f972be1a90d1f3817ce7a589ad3",
  "inputSnapshotSha256": "95f3c3e1638ca36a1683b7a07036b5ed8191ad7a1549b24a5ebff941a468f5ce",
  "inputLine": 2849,
  "chunkId": "crossref-00003",
  "workId": "work:doi:10.55892/jrg.v9i20.3182",
  "workAuthors": [
   "Alessandro Aveni"
  ],
  "workPublishedAt": "2026-04-18",
  "identityKeys": [
   "doi:10.55892/jrg.v9i20.3182",
   "crossref:10.55892/jrg.v9i20.3182",
   "url:https://doi.org/10.55892/jrg.v9i20.3182",
   "title:3fa346ad4dd253e1258c878a",
   "proposition:3fbbfd36fdca6886d1052d3d8061c388b8cbbc8a58444795cd3fe04f6fa1e97c"
  ],
  "sourceProposition": "While AI systems are often discussed in terms of efficiency, innovation, or risk, less attention has been devoted to the structural misalignment between those who design, control, deploy, and are affected by these systems.",
  "sourcePropositionSha256": "f281d84873f34d0e75f48beec175676b7607bf71f3f2be4d3afd2ce812359d4b",
  "sourcePropositionIndex": 1,
  "claimMappings": [
   {
    "claimId": "kaal:claim:2959730-001",
    "claimUrl": "https://wulfkaal.github.io/claims/2959730-001",
    "rank": 1,
    "confidence": 0.4364,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: artificial, intelligence, innovation, has, been. Scope: private investment fund industry; period of roughly 2007 to 2017.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:6192998-003",
    "claimUrl": "https://wulfkaal.github.io/claims/6192998-003",
    "rank": 2,
    "confidence": 0.4183,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: governance, terms, innovation, between, design, control. Scope: review source claim scope.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:5541658-026",
    "claimUrl": "https://wulfkaal.github.io/claims/5541658-026",
    "rank": 3,
    "confidence": 0.4092,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: artificial, intelligence, while, innovation, risk. Scope: comparative regulation of AI in legal and judicial settings.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:2922176-034",
    "claimUrl": "https://wulfkaal.github.io/claims/2922176-034",
    "rank": 4,
    "confidence": 0.4083,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: artificial, intelligence, governance, innovation, design. Scope: review source claim scope.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:5095633-016",
    "claimUrl": "https://wulfkaal.github.io/claims/5095633-016",
    "rank": 5,
    "confidence": 0.3769,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: artificial, intelligence, innovation, risk. Scope: where compliance is implemented without counterbalancing privacy-preserving techniques.",
    "ambiguous": true
   }
  ]
 },
 "userAffirmation": "I affirm batch kaal-review:2026-07-31:streaming-etl-0009, SHA-256 b79e655db33b69d4e6de8a205792c1e02d068eea4880d69cd6faeb884041abdf, 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": "bdb3024a5657d566a7d85097adf970dfa3adc608b53f7700e3b847ee694cf6a0"
}