{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-7420",
 "identifier": "kaal:position:2026-07-31-7420",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Ai Disclosure Without Accountability Paper Compliance And The Governance B86C50E4B2",
 "text": "AI Disclosure Without Accountability: Paper Compliance and the Governance Limits of Transparency in Scientific Research presents the following source proposition: Although journals and publishers are progressively mandating that authors disclose their use of AI, these policies remain fragmented, non-standardised, and largely unverifiable. This proposition is pertinent to Kaal's source-bound claim that Mandated disclosure does not automatically produce usable public data: although Form ADV requires advisers to disclose chief compliance officer contact information, the SEC dataset omitted it and contained no e-mail addresses, so researchers could not reach the officers responsible for compliance. 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": [
  "private-funds",
  "disclosure",
  "empirical-evidence",
  "research-methods",
  "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: 0.3885.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "AI Disclosure Without Accountability: Paper Compliance and the Governance Limits of Transparency in Scientific Research",
  "url": "https://doi.org/10.20944/preprints202604.0956.v1"
 },
 "extends": {
  "identifier": "kaal:claim:2150377-015",
  "url": "https://wulfkaal.github.io/claims/2150377-015",
  "citation": "Wulf A. Kaal, Hedge Fund Manager Registration Under the Dodd-Frank Act (2012). SSRN: https://ssrn.com/abstract=2150377",
  "paper": "Wulf A. Kaal, Hedge Fund Manager Registration Under the Dodd-Frank Act",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2012",
  "ssrn": "https://ssrn.com/abstract=2150377",
  "source_pdf_sha256": "0b58bb409cac7674d78515f5374096f9a349de3bbd1983c990e0edc85a635a09"
 },
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   "@id": "https://wulfkaal.github.io/claims/2150377-015"
  },
  {
   "@type": "CreativeWork",
   "name": "AI Disclosure Without Accountability: Paper Compliance and the Governance Limits of Transparency in Scientific Research",
   "url": "https://doi.org/10.20944/preprints202604.0956.v1"
  }
 ],
 "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": {
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 "version": "1.0",
 "canonical_url": "https://wulfkaal.github.io/positions/2026-07-31-7420",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-7420.md",
 "candidateId": "kaal:response-draft:2026-07-31:9d6071204d83c2701c0f",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.3885,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: disclosure, compliance, research, although, disclose. Scope: the IARD dataset and filed Form ADVs as of 2012.",
 "sourceProvenance": {
  "source": "crossref",
  "sourceRecordId": "10.20944/preprints202604.0956.v1",
  "queryId": "concept:b5ce5d92d4b5",
  "queryText": "AI agent governance",
  "canonicalUrl": "https://doi.org/10.20944/preprints202604.0956.v1",
  "doi": "10.20944/preprints202604.0956.v1",
  "externalIds": {
   "DOI": "10.20944/preprints202604.0956.v1",
   "Crossref": "10.20944/preprints202604.0956.v1"
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  "retrievedAt": "2026-07-31T20:34:03.951Z",
  "providerPage": 11,
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  "chunkId": "crossref-00002",
  "workId": "work:doi:10.20944/preprints202604.0956.v1",
  "workAuthors": [
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  "workPublishedAt": "2026-04-14",
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   "url:https://doi.org/10.20944/preprints202604.0956.v1",
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    "claimUrl": "https://wulfkaal.github.io/claims/2150377-015",
    "rank": 1,
    "confidence": 0.3885,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: disclosure, compliance, research, although, disclose. Scope: the IARD dataset and filed Form ADVs as of 2012.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:2486570-002",
    "claimUrl": "https://wulfkaal.github.io/claims/2486570-002",
    "rank": 2,
    "confidence": 0.3662,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: compliance, governance, research, non, largely. Scope: review source claim scope.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3405660-037",
    "claimUrl": "https://wulfkaal.github.io/claims/3405660-037",
    "rank": 3,
    "confidence": 0.3568,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: disclosure, limits, transparency, remain. Scope: review source claim scope.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:5245185-019",
    "claimUrl": "https://wulfkaal.github.io/claims/5245185-019",
    "rank": 4,
    "confidence": 0.3429,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: accountability, compliance, fragmented. Scope: proprietary internal monitoring by developers and owners.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3981021-003",
    "claimUrl": "https://wulfkaal.github.io/claims/3981021-003",
    "rank": 5,
    "confidence": 0.3428,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: disclosure, accountability, governance, transparency. Scope: private foundations; jurisdictions permitting perpetual foundations.",
    "ambiguous": true
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  ]
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 "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": "f6f040c810519148cf7e8584b199c14c8ae2ad14e5497bdea7eb31689fd8ec6a"
}