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 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-7169",
 "identifier": "kaal:position:2026-07-31-7169",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Ai And Corporate Responsibility From Fragmented Compliance To Unified Go 7Ab14A075A",
 "text": "AI and corporate responsibility – From fragmented compliance to unified governance presents the following source proposition: A central focus is placed on the EU’s AI Act, which introduces the Fundamental Rights Impact Assessment (FRIA) as the first mandatory evaluation mechanism for selected high-risk AI systems. This proposition is pertinent to Kaal's source-bound claim that While all coefficients are positive in the entire sample and the multi strategy subsample, the negative coefficients in the single strategy subsample suggest that the strategy employed by a hedge fund adviser could change the assessment of the effect of compliance cost. 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": [
  "research-methods",
  "compliance",
  "private-funds",
  "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: 0.36.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "AI and corporate responsibility – From fragmented compliance to unified governance",
  "url": "https://doi.org/10.1017/cfl.2026.10046"
 },
 "extends": {
  "identifier": "kaal:claim:2389423-036",
  "url": "https://wulfkaal.github.io/claims/2389423-036",
  "citation": "Wulf A. Kaal, The Impact of Dodd-Frank Act Compliance Cost on the Hedge Fund Industry (2014). SSRN: https://ssrn.com/abstract=2389423",
  "paper": "Wulf A. Kaal, The Impact of Dodd-Frank Act Compliance Cost on the Hedge Fund Industry",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2014",
  "ssrn": "https://ssrn.com/abstract=2389423",
  "source_pdf_sha256": "6b95323abbaffd00a012589531859f2938ab8b372d0243171059ff82e55a0838"
 },
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   "@id": "https://wulfkaal.github.io/claims/2389423-036"
  },
  {
   "@type": "CreativeWork",
   "name": "AI and corporate responsibility – From fragmented compliance to unified governance",
   "url": "https://doi.org/10.1017/cfl.2026.10046"
  }
 ],
 "batch_id": "kaal-review:2026-07-31:streaming-etl-0008",
 "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": {
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 "version": "1.0",
 "canonical_url": "https://wulfkaal.github.io/positions/2026-07-31-7169",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-7169.md",
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 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.36,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: compliance, act, impact, assessment. Scope: single strategy subsample in Exhibit 12 compared with Exhibits 11 and 13.",
 "sourceProvenance": {
  "source": "crossref",
  "sourceRecordId": "10.1017/cfl.2026.10046",
  "queryId": "concept:b5ce5d92d4b5",
  "queryText": "AI agent governance",
  "canonicalUrl": "https://doi.org/10.1017/cfl.2026.10046",
  "doi": "10.1017/cfl.2026.10046",
  "externalIds": {
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  "chunkId": "crossref-00001",
  "workId": "work:doi:10.1017/cfl.2026.10046",
  "workAuthors": [
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   "Jaroslaw Greser"
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  "identityKeys": [
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   "url:https://doi.org/10.1017/cfl.2026.10046",
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    "confidence": 0.36,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: compliance, act, impact, assessment. Scope: single strategy subsample in Exhibit 12 compared with Exhibits 11 and 13.",
    "ambiguous": true
   },
   {
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    "claimUrl": "https://wulfkaal.github.io/claims/2389423-040",
    "rank": 2,
    "confidence": 0.36,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: compliance, act, impact, assessment. Scope: longer time horizon than the period immediately after the March 2012 registration effective date.",
    "ambiguous": true
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   {
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: corporate, compliance, governance, high, risk. Scope: review source claim scope.",
    "ambiguous": true
   },
   {
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    "confidence": 0.348,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: corporate, compliance, governance, act, risk. Scope: a CIA has been executed; directors granted the government access, including site visits.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:2816408-005",
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: compliance, act, impact, first. Scope: performance reported net of fees; compliance costs borne at the fund level.",
    "ambiguous": true
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 "userAffirmation": "I affirm batch kaal-review:2026-07-31:streaming-etl-0008, SHA-256 469be3af77a43b8a86f52c2e8253882abdefc7a0da53c392329c3cb8a11e8160, 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": "f5935eed97bd1d75b029c1e47158c5205fc42bf690a9bff62f3dada9206f5064"
}