{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-7388",
 "identifier": "kaal:position:2026-07-31-7388",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming The Compliance Evidence Gap Why Ai Governance Frameworks Stop Short At T 0Fb216Dfe8",
 "text": "The Compliance Evidence Gap: Why AI Governance Frameworks Stop Short at the Point of Proof presents the following source proposition: Article 12 requires high-risk systems to record their events automatically, but specifies no way to establish, later, that those records are genuine. This proposition is pertinent to Kaal's source-bound claim that The study's cost findings are bounded to the short run: the data cannot establish what it will cost the private fund industry to keep completing and filing Form PF annually or quarterly over time. 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": [
  "compliance",
  "private-funds",
  "empirical-evidence",
  "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: 0.3757.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "The Compliance Evidence Gap: Why AI Governance Frameworks Stop Short at the Point of Proof",
  "url": "https://doi.org/10.2139/ssrn.6940418"
 },
 "extends": {
  "identifier": "kaal:claim:2447306-044",
  "url": "https://wulfkaal.github.io/claims/2447306-044",
  "citation": "Wulf A. Kaal, Private Fund Disclosures Under the Dodd-Frank Act (2014). SSRN: https://ssrn.com/abstract=2447306",
  "paper": "Wulf A. Kaal, Private Fund Disclosures Under the Dodd-Frank Act",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2014",
  "ssrn": "https://ssrn.com/abstract=2447306",
  "source_pdf_sha256": "0c950d73240845e78faf1c3ca0ab820fcc50556faf7ff07f7f773d0876f0be8a"
 },
 "isBasedOn": [
  {
   "@id": "https://wulfkaal.github.io/claims/2447306-044"
  },
  {
   "@type": "CreativeWork",
   "name": "The Compliance Evidence Gap: Why AI Governance Frameworks Stop Short at the Point of Proof",
   "url": "https://doi.org/10.2139/ssrn.6940418"
  }
 ],
 "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": {
  "@id": "https://wulfkaal.github.io/positions/index.json"
 },
 "version": "1.0",
 "canonical_url": "https://wulfkaal.github.io/positions/2026-07-31-7388",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-7388.md",
 "candidateId": "kaal:response-draft:2026-07-31:5cbf9b998301f1307126",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.3757,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: compliance, evidence, short, establish. Scope: data collected during a six month period after the initial filing deadline.",
 "sourceProvenance": {
  "source": "crossref",
  "sourceRecordId": "10.2139/ssrn.6940418",
  "queryId": "concept:b5ce5d92d4b5",
  "queryText": "AI agent governance",
  "canonicalUrl": "https://doi.org/10.2139/ssrn.6940418",
  "doi": "10.2139/ssrn.6940418",
  "externalIds": {
   "DOI": "10.2139/ssrn.6940418",
   "Crossref": "10.2139/ssrn.6940418"
  },
  "retrievedAt": "2026-07-31T20:34:03.188Z",
  "providerPage": 9,
  "rawObservationSha256": "2807042ad85e3697f4982a20cae906556e31c392a545e7933d38b98f889dc5e3",
  "inputSnapshotSha256": "95f3c3e1638ca36a1683b7a07036b5ed8191ad7a1549b24a5ebff941a468f5ce",
  "inputLine": 2189,
  "chunkId": "crossref-00009",
  "workId": "work:doi:10.2139/ssrn.6940418",
  "workAuthors": [
   "Anas Martirosian"
  ],
  "workPublishedAt": "2026-01-01",
  "identityKeys": [
   "doi:10.2139/ssrn.6940418",
   "crossref:10.2139/ssrn.6940418",
   "url:https://doi.org/10.2139/ssrn.6940418",
   "title:a2b33bc33032e45a011658c6",
   "proposition:4e3cd425baea3f1a763b8271b0846fa449c79907ad329ceda4e08b1481cb9d2a"
  ],
  "sourceProposition": "Article 12 requires high-risk systems to record their events automatically, but specifies no way to establish, later, that those records are genuine.",
  "sourcePropositionSha256": "b897ac42c3cba50e980fa8f8f540b063419cd6031594ac0015b13ce52d4f5468",
  "sourcePropositionIndex": 2,
  "claimMappings": [
   {
    "claimId": "kaal:claim:2447306-044",
    "claimUrl": "https://wulfkaal.github.io/claims/2447306-044",
    "rank": 1,
    "confidence": 0.3757,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: compliance, evidence, short, establish. Scope: data collected during a six month period after the initial filing deadline.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:5225296-033",
    "claimUrl": "https://wulfkaal.github.io/claims/5225296-033",
    "rank": 2,
    "confidence": 0.3712,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: compliance, evidence, governance, proof, but. Scope: reputation must be openly auditable.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3981021-010",
    "claimUrl": "https://wulfkaal.github.io/claims/3981021-010",
    "rank": 3,
    "confidence": 0.3707,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: compliance, record, but, records. Scope: United States federal to state charity enforcement coordination.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3782193-030",
    "claimUrl": "https://wulfkaal.github.io/claims/3782193-030",
    "rank": 4,
    "confidence": 0.3644,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: compliance, governance, point, records. Scope: Maghribi Jewish traders around 1000 AD under the Fatimid caliphate.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:2486570-026",
    "claimUrl": "https://wulfkaal.github.io/claims/2486570-026",
    "rank": 5,
    "confidence": 0.3562,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: compliance, evidence, governance, high, risk. Scope: review source claim scope.",
    "ambiguous": true
   }
  ]
 },
 "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": "740d73705d89a907d8dbf1345cd2c131a4c8f028c79e1a7ad33ae85b5c34c78a"
}