{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-7570",
 "identifier": "kaal:position:2026-07-31-7570",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming The Democratic Challenges In Global Governance Of Ai E0Dc5F083D",
 "text": "The Democratic Challenges in Global Governance of AI presents the following source proposition: Artificial intelligence is bound to have a significant impact on societies and global politics. This proposition is pertinent to Kaal's source-bound claim that Web3 systems offer significant improvements over conventional regulatory approaches to the challenges of governing AI in legal settings. 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": [
  "governance-design",
  "ai-and-agents",
  "reputation",
  "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: 0.4132.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "The Democratic Challenges in Global Governance of AI",
  "url": "https://doi.org/10.1525/curh.2025.124.858.3"
 },
 "extends": {
  "identifier": "kaal:claim:5541658-028",
  "url": "https://wulfkaal.github.io/claims/5541658-028",
  "citation": "Wulf A. Kaal, Morgan A. Gray, The Evolving Role of Artificial Intelligence in Law (2025). SSRN: https://ssrn.com/abstract=5541658",
  "paper": "Wulf A. Kaal, Morgan A. Gray, The Evolving Role of Artificial Intelligence in Law",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2025",
  "ssrn": "https://ssrn.com/abstract=5541658",
  "source_pdf_sha256": "e543a2d698fcd522d4d02e034cc9ee1344d0015d2c824b40b9e05ab7c0728c60"
 },
 "isBasedOn": [
  {
   "@id": "https://wulfkaal.github.io/claims/5541658-028"
  },
  {
   "@type": "CreativeWork",
   "name": "The Democratic Challenges in Global Governance of AI",
   "url": "https://doi.org/10.1525/curh.2025.124.858.3"
  }
 ],
 "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.",
 "isPartOf": {
  "@id": "https://wulfkaal.github.io/positions/index.json"
 },
 "version": "1.0",
 "canonical_url": "https://wulfkaal.github.io/positions/2026-07-31-7570",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-7570.md",
 "candidateId": "kaal:response-draft:2026-07-31:9af56653c42ad75824b7",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.4132,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: challenges, governance, artificial, intelligence, significant. Scope: governance of AI where jurisdictional variability and implementation gaps defeat conventional regulation.",
 "sourceProvenance": {
  "source": "crossref",
  "sourceRecordId": "10.1525/curh.2025.124.858.3",
  "queryId": "concept:b5ce5d92d4b5",
  "queryText": "AI agent governance",
  "canonicalUrl": "https://doi.org/10.1525/curh.2025.124.858.3",
  "doi": "10.1525/curh.2025.124.858.3",
  "externalIds": {
   "DOI": "10.1525/curh.2025.124.858.3",
   "Crossref": "10.1525/curh.2025.124.858.3"
  },
  "retrievedAt": "2026-07-31T20:34:05.849Z",
  "providerPage": 16,
  "rawObservationSha256": "64f511b59c1c7c14dd753f6eb6c270452a352fb3514daa9049675a283319c503",
  "inputSnapshotSha256": "95f3c3e1638ca36a1683b7a07036b5ed8191ad7a1549b24a5ebff941a468f5ce",
  "inputLine": 3933,
  "chunkId": "crossref-00007",
  "workId": "work:doi:10.1525/curh.2025.124.858.3",
  "workAuthors": [
   "Eva Erman",
   "Markus Furendal"
  ],
  "workPublishedAt": "2025-01-01",
  "identityKeys": [
   "doi:10.1525/curh.2025.124.858.3",
   "crossref:10.1525/curh.2025.124.858.3",
   "url:https://doi.org/10.1525/curh.2025.124.858.3",
   "title:259e74fcba2ea21cd0292d27",
   "proposition:85f83914e403cc88e53cec3a5a38589ab480e8c128f76f3aa940b38a0d7f04bc"
  ],
  "sourceProposition": "Artificial intelligence is bound to have a significant impact on societies and global politics.",
  "sourcePropositionSha256": "b52c51e50ea63cf591fb1cfbab8f965e1965e08ae7bd1fd26a2d7dd22b37d833",
  "sourcePropositionIndex": 0,
  "claimMappings": [
   {
    "claimId": "kaal:claim:5541658-028",
    "claimUrl": "https://wulfkaal.github.io/claims/5541658-028",
    "rank": 1,
    "confidence": 0.4132,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: challenges, governance, artificial, intelligence, significant. Scope: governance of AI where jurisdictional variability and implementation gaps defeat conventional regulation.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:5554218-028",
    "claimUrl": "https://wulfkaal.github.io/claims/5554218-028",
    "rank": 2,
    "confidence": 0.3927,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: global, governance, artificial, intelligence, have. Scope: AI models distributed globally over the internet; regulation by a single jurisdiction.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:5095633-040",
    "claimUrl": "https://wulfkaal.github.io/claims/5095633-040",
    "rank": 3,
    "confidence": 0.3437,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: challenges, governance, artificial, intelligence. Scope: review source claim scope.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:5095633-023",
    "claimUrl": "https://wulfkaal.github.io/claims/5095633-023",
    "rank": 4,
    "confidence": 0.3243,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: artificial, intelligence, have, significant. Scope: large-scale annotation operations; safety-critical applications such as autonomous driving.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:2922176-033",
    "claimUrl": "https://wulfkaal.github.io/claims/2922176-033",
    "rank": 5,
    "confidence": 0.3035,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: governance, artificial, intelligence, have. Scope: extrapolated from the appointment of the algorithm Vital at Deep Knowledge Ventures and Alicia T at Tieto.",
    "ambiguous": true
   }
  ]
 },
 "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.",
 "sha256": "4955f55d2ac922ad930653f40862667d24764fd97e549c904db69419009475e2"
}