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 "identifier": "kaal:position:2026-07-31-7435",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Ai Governance In The Context Of The Eu Ai Act Extended Abstract 5F6B676Dba",
 "text": "AI Governance in the Context of the EU AI Act (Extended Abstract) presents the following source proposition: The rapid advancement of artificial intelligence (AI) has brought about significant societal changes, necessitating robust AI governance frameworks. This proposition is pertinent to Kaal's source-bound claim that Validation pools combined with on-chain governance let reputational adjustments occur in real time, so the system can recalibrate as societal, regulatory, or domain-specific requirements shift, unlike static feedback systems. 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"
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 "datePublished": "2026-07-31",
 "dateModified": "2026-07-31",
 "creativeWorkStatus": "Affirmed",
 "responseType": "extension",
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  "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: 0.4272.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "AI Governance in the Context of the EU AI Act (Extended Abstract)",
  "url": "https://doi.org/10.1609/aies.v8i2.36642"
 },
 "extends": {
  "identifier": "kaal:claim:5095633-039",
  "url": "https://wulfkaal.github.io/claims/5095633-039",
  "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/5095633-039"
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   "@type": "CreativeWork",
   "name": "AI Governance in the Context of the EU AI Act (Extended Abstract)",
   "url": "https://doi.org/10.1609/aies.v8i2.36642"
  }
 ],
 "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.",
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 "version": "1.0",
 "canonical_url": "https://wulfkaal.github.io/positions/2026-07-31-7435",
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 "candidateId": "kaal:response-draft:2026-07-31:1e496d6bf805a28428ac",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.4272,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: governance, abstract, rapid, artificial, intelligence, societal. Scope: validation pools and on-chain governance are operative.",
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  "queryId": "concept:b5ce5d92d4b5",
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  "workId": "work:doi:10.1609/aies.v8i2.36642",
  "workAuthors": [
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   "Seunghoo Jeong",
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    "claimUrl": "https://wulfkaal.github.io/claims/5095633-039",
    "rank": 1,
    "confidence": 0.4272,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: governance, abstract, rapid, artificial, intelligence, societal. Scope: validation pools and on-chain governance are operative.",
    "ambiguous": true
   },
   {
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    "rank": 2,
    "confidence": 0.3962,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: governance, act, abstract, artificial, intelligence, robust. Scope: jurisdictions with GDPR-style data protection mandates.",
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: governance, context, abstract, artificial, intelligence, significant. Scope: governance of AI where jurisdictional variability and implementation gaps defeat conventional regulation.",
    "ambiguous": true
   },
   {
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    "claimUrl": "https://wulfkaal.github.io/claims/5095633-016",
    "rank": 4,
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: abstract, artificial, intelligence, societal, frameworks. Scope: where compliance is implemented without counterbalancing privacy-preserving techniques.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:5095633-035",
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: abstract, artificial, intelligence, societal, changes. Scope: where societal expectations or regulatory norms change over time.",
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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.",
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