{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-7482",
 "identifier": "kaal:position:2026-07-31-7482",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Ai And The Reordering Of Global Power 2755417Fad",
 "text": "AI and the Reordering of Global Power presents the following source proposition: Artificial intelligence (AI) is reshaping global power structures by transforming infrastructures across production, finance, security, and governance. This proposition is pertinent to Kaal's source-bound claim that Solving data bias, computational overhead, stale datasets, privacy constraints, and inequitable compensation cannot be done within any single discipline; it requires concerted interdisciplinary effort across governments, corporations, researchers, and civil society. 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",
 "keywords": [
  "governance-design",
  "ai-and-agents",
  "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: 0.3517.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "AI and the Reordering of Global Power",
  "url": "https://doi.org/10.4018/979-8-3373-7205-1.ch002"
 },
 "extends": {
  "identifier": "kaal:claim:5095633-040",
  "url": "https://wulfkaal.github.io/claims/5095633-040",
  "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/5095633-040"
  },
  {
   "@type": "CreativeWork",
   "name": "AI and the Reordering of Global Power",
   "url": "https://doi.org/10.4018/979-8-3373-7205-1.ch002"
  }
 ],
 "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": {
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 "version": "1.0",
 "canonical_url": "https://wulfkaal.github.io/positions/2026-07-31-7482",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-7482.md",
 "candidateId": "kaal:response-draft:2026-07-31:803ab3022040cd6435b2",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.3517,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: artificial, intelligence, structures, across, security, governance. Scope: review source claim scope.",
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  "source": "crossref",
  "sourceRecordId": "10.4018/979-8-3373-7205-1.ch002",
  "queryId": "concept:b5ce5d92d4b5",
  "queryText": "AI agent governance",
  "canonicalUrl": "https://doi.org/10.4018/979-8-3373-7205-1.ch002",
  "doi": "10.4018/979-8-3373-7205-1.ch002",
  "externalIds": {
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  "workId": "work:doi:10.4018/979-8-3373-7205-1.ch002",
  "workAuthors": [
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   "crossref:10.4018/979-8-3373-7205-1.ch002",
   "url:https://doi.org/10.4018/979-8-3373-7205-1.ch002",
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   "proposition:b6977ac33ce6daf2a918987748ae5e540ce2cb4f39ab96a3d8cb23e95da792f9"
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    "claimUrl": "https://wulfkaal.github.io/claims/5095633-040",
    "rank": 1,
    "confidence": 0.3517,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: artificial, intelligence, structures, across, security, governance. Scope: review source claim scope.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:5095633-028",
    "claimUrl": "https://wulfkaal.github.io/claims/5095633-028",
    "rank": 2,
    "confidence": 0.3189,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: artificial, intelligence, infrastructures, security. Scope: real-time or near real-time annotation of large data volumes.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:5095633-005",
    "claimUrl": "https://wulfkaal.github.io/claims/5095633-005",
    "rank": 3,
    "confidence": 0.2953,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: artificial, intelligence, structures, production. Scope: market as currently structured around platforms and content aggregators.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:5095633-006",
    "claimUrl": "https://wulfkaal.github.io/claims/5095633-006",
    "rank": 4,
    "confidence": 0.2785,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: global, artificial, intelligence, security. Scope: review source claim scope.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:5554218-028",
    "claimUrl": "https://wulfkaal.github.io/claims/5554218-028",
    "rank": 5,
    "confidence": 0.2672,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: global, artificial, intelligence, governance. Scope: AI models distributed globally over the internet; regulation by a single jurisdiction.",
    "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": "6670580bbe491ccfeff6b620df5066c4b3a10f72d2711d20709b94adc4e2fade"
}