{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-7180",
 "identifier": "kaal:position:2026-07-31-7180",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Generative Ai And International Standardization 3B19A61Ce2",
 "text": "Generative AI and international standardization presents the following source proposition: Within the European Union, this complementarity is laid down as the New Legislative Framework. This proposition is pertinent to Kaal's source-bound claim that Using contingent capital as a preventative tool does not foreclose the statutory core power or the debt write-down tool within resolution; if early contractual write-down and conversion fail, authorities remain free to intervene and impose a haircut on shareholders, debt investors and other private parties. 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": [
  "contingent-capital",
  "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: 0.3681.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "Generative AI and international standardization",
  "url": "https://doi.org/10.1017/cfl.2025.1"
 },
 "extends": {
  "identifier": "kaal:claim:2061166-036",
  "url": "https://wulfkaal.github.io/claims/2061166-036",
  "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/2061166-036"
  },
  {
   "@type": "CreativeWork",
   "name": "Generative AI and international standardization",
   "url": "https://doi.org/10.1017/cfl.2025.1"
  }
 ],
 "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/2026-07-31-7180",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-7180.md",
 "candidateId": "kaal:response-draft:2026-07-31:10d3f0992843db2f15ac",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.3681,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: within, european, union, down. Scope: contractual conversion at an early stage that does not achieve the desired result.",
 "sourceProvenance": {
  "source": "crossref",
  "sourceRecordId": "10.1017/cfl.2025.1",
  "queryId": "concept:b5ce5d92d4b5",
  "queryText": "AI agent governance",
  "canonicalUrl": "https://doi.org/10.1017/cfl.2025.1",
  "doi": "10.1017/cfl.2025.1",
  "externalIds": {
   "DOI": "10.1017/cfl.2025.1",
   "Crossref": "10.1017/cfl.2025.1"
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  "inputLine": 338,
  "chunkId": "crossref-00002",
  "workId": "work:doi:10.1017/cfl.2025.1",
  "workAuthors": [
   "Sebastian Hallensleben"
  ],
  "workPublishedAt": "2025-01-01",
  "identityKeys": [
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   "url:https://doi.org/10.1017/cfl.2025.1",
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    "claimUrl": "https://wulfkaal.github.io/claims/2061166-036",
    "rank": 1,
    "confidence": 0.3681,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: within, european, union, down. Scope: contractual conversion at an early stage that does not achieve the desired result.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:2061166-005",
    "claimUrl": "https://wulfkaal.github.io/claims/2061166-005",
    "rank": 2,
    "confidence": 0.3002,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: international, european, union. Scope: crisis-era emergency measures adopted without international coordination.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:2061166-012",
    "claimUrl": "https://wulfkaal.github.io/claims/2061166-012",
    "rank": 3,
    "confidence": 0.2955,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: european, union, down. Scope: reorganization procedure under the German Financial Institution Reorganization Act; where shareholders' rights are permanently impaired by the plan.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:2061166-024",
    "claimUrl": "https://wulfkaal.github.io/claims/2061166-024",
    "rank": 4,
    "confidence": 0.2955,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: european, union, down. Scope: statutory bail-in regime as proposed by the Commission.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:2061166-002",
    "claimUrl": "https://wulfkaal.github.io/claims/2061166-002",
    "rank": 5,
    "confidence": 0.275,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: european, union, framework. Scope: European Union bank resolution and restructuring regimes.",
    "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": "07a51c0ad036d5fcddfedac68d360d05aa47650242c86f2552245ae43bc5981d"
}