{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-7222",
 "identifier": "kaal:position:2026-07-31-7222",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming A Problem Solving Approach To International Ai Governance Dfbc8F3893",
 "text": "A Problem-Solving Approach to International AI Governance presents the following source proposition: Should international law be used to govern the development and use of artificial intelligence (AI) technologies? This proposition is pertinent to Kaal's source-bound claim that DAO-based governance introduces unresolved uncertainty about liability and legal accountability when personal data crosses international boundaries, and a mismatch between platform governance and regulatory mandates produces legal liability that erodes user trust. 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": [
  "dao",
  "law-and-legal-systems",
  "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: 0.4596.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "A Problem-Solving Approach to International AI Governance",
  "url": "https://doi.org/10.2139/ssrn.6851481"
 },
 "extends": {
  "identifier": "kaal:claim:5095633-029",
  "url": "https://wulfkaal.github.io/claims/5095633-029",
  "citation": "Wulf A. Kaal, Artificial Intelligence The Final Frontier (2025). SSRN: https://ssrn.com/abstract=5095633",
  "paper": "Wulf A. Kaal, Artificial Intelligence The Final Frontier",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2025",
  "ssrn": "https://ssrn.com/abstract=5095633",
  "source_pdf_sha256": "cbb484711f89bcefc9fc6a5730a1ed0a3f764d7999ad9b6f7d8ea05634c26c63"
 },
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  {
   "@id": "https://wulfkaal.github.io/claims/5095633-029"
  },
  {
   "@type": "CreativeWork",
   "name": "A Problem-Solving Approach to International AI Governance",
   "url": "https://doi.org/10.2139/ssrn.6851481"
  }
 ],
 "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/2026-07-31-7222",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-7222.md",
 "candidateId": "kaal:response-draft:2026-07-31:e234d2f0d86579ce324b",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.4596,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: international, governance, law, artificial, intelligence. Scope: cross-border exchange of personal data; GDPR-style regulatory regimes.",
 "sourceProvenance": {
  "source": "crossref",
  "sourceRecordId": "10.2139/ssrn.6851481",
  "queryId": "concept:b5ce5d92d4b5",
  "queryText": "AI agent governance",
  "canonicalUrl": "https://doi.org/10.2139/ssrn.6851481",
  "doi": "10.2139/ssrn.6851481",
  "externalIds": {
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   "Crossref": "10.2139/ssrn.6851481"
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  "chunkId": "crossref-00003",
  "workId": "work:doi:10.2139/ssrn.6851481",
  "workAuthors": [
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  "workPublishedAt": "2026-01-01",
  "identityKeys": [
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  "sourceProposition": "Should international law be used to govern the development and use of artificial intelligence (AI) technologies?",
  "sourcePropositionSha256": "29f2fac4f9953889dbc9249ddb71d239d4f6823873d2078ac33444b5e128572a",
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  "claimMappings": [
   {
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    "claimUrl": "https://wulfkaal.github.io/claims/5095633-029",
    "rank": 1,
    "confidence": 0.4596,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: international, governance, law, artificial, intelligence. Scope: cross-border exchange of personal data; GDPR-style regulatory regimes.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:5095633-040",
    "claimUrl": "https://wulfkaal.github.io/claims/5095633-040",
    "rank": 2,
    "confidence": 0.4381,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: solving, governance, artificial, intelligence. Scope: review source claim scope.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:6607458-032",
    "claimUrl": "https://wulfkaal.github.io/claims/6607458-032",
    "rank": 3,
    "confidence": 0.4306,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: governance, govern, artificial, intelligence. Scope: applies to recent artificial-intelligence statutes.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:2808132-009",
    "claimUrl": "https://wulfkaal.github.io/claims/2808132-009",
    "rank": 4,
    "confidence": 0.4176,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: international, law, artificial, intelligence. Scope: current national and international legal frameworks; autonomous AI acting without supervision.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:2740477-007",
    "claimUrl": "https://wulfkaal.github.io/claims/2740477-007",
    "rank": 5,
    "confidence": 0.4176,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: international, law, artificial, intelligence. Scope: current state of national and international law; damage caused by autonomous AI.",
    "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": "beb3e99a17de5587da1b34ac97887c23ded2bb974262415fc2d77661ffed77eb"
}