{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-7197",
 "identifier": "kaal:position:2026-07-31-7197",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Invisible Borrowers Unpriced Risk The Upstream Ai Governance Gap Under A 4Ed911786C",
 "text": "Invisible Borrowers, Unpriced Risk: The Upstream AI Governance Gap under Article 26 of the EU AI Act presents the following source proposition: A systemic risk has entered the financial sector's AI infrastructure that no existing supervisory instrument is designed to detect. This proposition is pertinent to Kaal's source-bound claim that The German voluntary reorganization procedure has a structural gap: groups of financial institutions, financial holding groups and conglomerates cannot petition for protection under it, even though these are precisely the entities that qualify as systemically important and pose the highest risk to market stability on failure. 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": [
  "systemic-risk",
  "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: 0.5243.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "Invisible Borrowers, Unpriced Risk: The Upstream AI Governance Gap under Article 26 of the EU AI Act",
  "url": "https://doi.org/10.2139/ssrn.6313443"
 },
 "extends": {
  "identifier": "kaal:claim:2061166-013",
  "url": "https://wulfkaal.github.io/claims/2061166-013",
  "citation": "Christoph K. Henkel, Wulf A. Kaal, Contingent Capital in European Union Bank Restructuring (2012). SSRN: https://ssrn.com/abstract=2061166",
  "paper": "Christoph K. Henkel, Wulf A. Kaal, Contingent Capital in European Union Bank Restructuring",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2012",
  "ssrn": "https://ssrn.com/abstract=2061166",
  "source_pdf_sha256": "43625ea260d0fc045e86d3435df50c9d0ca4abf8542e6085a6165be6653b4a7b"
 },
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  {
   "@id": "https://wulfkaal.github.io/claims/2061166-013"
  },
  {
   "@type": "CreativeWork",
   "name": "Invisible Borrowers, Unpriced Risk: The Upstream AI Governance Gap under Article 26 of the EU AI Act",
   "url": "https://doi.org/10.2139/ssrn.6313443"
  }
 ],
 "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/2026-07-31-7197",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-7197.md",
 "candidateId": "kaal:response-draft:2026-07-31:374a486435944f49f2b3",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.5243,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: risk, gap, under, act, systemic, has, financial, supervisory. Scope: voluntary reorganization procedure under the German Financial Institution Reorganization Act; not applicable to the involuntary procedure initiated by the supervisor under the German Banking Act.",
 "sourceProvenance": {
  "source": "crossref",
  "sourceRecordId": "10.2139/ssrn.6313443",
  "queryId": "concept:b5ce5d92d4b5",
  "queryText": "AI agent governance",
  "canonicalUrl": "https://doi.org/10.2139/ssrn.6313443",
  "doi": "10.2139/ssrn.6313443",
  "externalIds": {
   "DOI": "10.2139/ssrn.6313443",
   "Crossref": "10.2139/ssrn.6313443"
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  "retrievedAt": "2026-07-31T20:34:00.642Z",
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  "rawObservationSha256": "88b94e991608862dbf983f526799adc509ef2197612de400913b336313cdfed9",
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  "chunkId": "crossref-00003",
  "workId": "work:doi:10.2139/ssrn.6313443",
  "workAuthors": [
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  "workPublishedAt": "2026-01-01",
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   "crossref:10.2139/ssrn.6313443",
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   "title:5d3ded38194093ca066bf4fd",
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  "sourceProposition": "A systemic risk has entered the financial sector's AI infrastructure that no existing supervisory instrument is designed to detect.",
  "sourcePropositionSha256": "3ef807875f3f6066d5880f56659765245fadffebe98d07bbc14283a7a302e210",
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    "claimId": "kaal:claim:2061166-013",
    "claimUrl": "https://wulfkaal.github.io/claims/2061166-013",
    "rank": 1,
    "confidence": 0.5243,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: risk, gap, under, act, systemic, has, financial, supervisory. Scope: voluntary reorganization procedure under the German Financial Institution Reorganization Act; not applicable to the involuntary procedure initiated by the supervisor under the German Banking Act.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:2061166-009",
    "claimUrl": "https://wulfkaal.github.io/claims/2061166-009",
    "rank": 2,
    "confidence": 0.4269,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: risk, systemic, financial, sector, supervisory. Scope: civil law jurisdictions where the supervisor is also the resolution authority; Swiss Federal Law on Banks and Savings and Loans.",
    "ambiguous": true
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   {
    "claimId": "kaal:claim:1998455-013",
    "claimUrl": "https://wulfkaal.github.io/claims/1998455-013",
    "rank": 3,
    "confidence": 0.4234,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: risk, governance, systemic, has, entered, financial. Scope: where the trigger fires after the institution's difficulties have become unresolvable; especially once the institution has entered the resolution stage.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:2150377-011",
    "claimUrl": "https://wulfkaal.github.io/claims/2150377-011",
    "rank": 4,
    "confidence": 0.4057,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: risk, under, act, systemic, financial, designed. Scope: advisers with at least $1.5 billion RAUM attributable to hedge funds.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:kaal-2013-acomparativeperspectiveo-013",
    "claimUrl": "https://wulfkaal.github.io/claims/kaal-2013-acomparativeperspectiveo-013",
    "rank": 5,
    "confidence": 0.3852,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: risk, governance, under, act, systemic, financial. Scope: Germany; post financial crisis evaluation of liability rules.",
    "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.",
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}