{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-7176",
 "identifier": "kaal:position:2026-07-31-7176",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Ai Governance And Geopolitics C28E92Ebef",
 "text": "AI Governance and Geopolitics presents the following source proposition: This paper offers a three-level analytical framework for AI geopolitics. This proposition is pertinent to Kaal's source-bound claim that Demand-side analyses that assume a proximate-consumption structure lose descriptive accuracy where the computative primitive holds, because most transactions occur among agents; welfare analysis in those domains must therefore be conducted at the terminal rather than the proximate level. 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": [
  "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: 0.4047.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "AI Governance and Geopolitics",
  "url": "https://doi.org/10.2139/ssrn.6901222"
 },
 "extends": {
  "identifier": "kaal:claim:6607458-009",
  "url": "https://wulfkaal.github.io/claims/6607458-009",
  "citation": "Wulf A. Kaal, Computative Economics A Framework for Economic Analysis under Computational Abundance (2026). SSRN: https://ssrn.com/abstract=6607458",
  "paper": "Wulf A. Kaal, Computative Economics A Framework for Economic Analysis under Computational Abundance",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2026",
  "ssrn": "https://ssrn.com/abstract=6607458",
  "source_pdf_sha256": "75cca35350378eb8904866d068b5d2f3e1504629e6031457ce6c12152a88e3e8"
 },
 "isBasedOn": [
  {
   "@id": "https://wulfkaal.github.io/claims/6607458-009"
  },
  {
   "@type": "CreativeWork",
   "name": "AI Governance and Geopolitics",
   "url": "https://doi.org/10.2139/ssrn.6901222"
  }
 ],
 "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": {
  "@id": "https://wulfkaal.github.io/positions/index.json"
 },
 "version": "1.0",
 "canonical_url": "https://wulfkaal.github.io/positions/2026-07-31-7176",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-7176.md",
 "candidateId": "kaal:response-draft:2026-07-31:67424e7d8c92103beece",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.4047,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: level, analytical, framework. Scope: applies in domains where the computative primitive holds.",
 "sourceProvenance": {
  "source": "crossref",
  "sourceRecordId": "10.2139/ssrn.6901222",
  "queryId": "concept:b5ce5d92d4b5",
  "queryText": "AI agent governance",
  "canonicalUrl": "https://doi.org/10.2139/ssrn.6901222",
  "doi": "10.2139/ssrn.6901222",
  "externalIds": {
   "DOI": "10.2139/ssrn.6901222",
   "Crossref": "10.2139/ssrn.6901222"
  },
  "retrievedAt": "2026-07-31T20:33:40.714Z",
  "providerPage": 1,
  "rawObservationSha256": "77e1f635e069afe58c92a214acf824bd69ef7f5288efaa82bb49e512a210fae1",
  "inputSnapshotSha256": "95f3c3e1638ca36a1683b7a07036b5ed8191ad7a1549b24a5ebff941a468f5ce",
  "inputLine": 190,
  "chunkId": "crossref-00001",
  "workId": "work:doi:10.2139/ssrn.6901222",
  "workAuthors": [
   "Pierre Larouche"
  ],
  "workPublishedAt": "2026-01-01",
  "identityKeys": [
   "doi:10.2139/ssrn.6901222",
   "crossref:10.2139/ssrn.6901222",
   "url:https://doi.org/10.2139/ssrn.6901222",
   "title:215333c201b8897e33da2736",
   "proposition:97332a6aad5757b261f5a1596730f1707f8319cf829461edb52d284679b5249a"
  ],
  "sourceProposition": "This paper offers a three-level analytical framework for AI geopolitics.",
  "sourcePropositionSha256": "9fcbacf8ec47045fee40bb11deb8adaac345e3e13e0552546f07c7b230e94789",
  "sourcePropositionIndex": 0,
  "claimMappings": [
   {
    "claimId": "kaal:claim:6607458-009",
    "claimUrl": "https://wulfkaal.github.io/claims/6607458-009",
    "rank": 1,
    "confidence": 0.4047,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: level, analytical, framework. Scope: applies in domains where the computative primitive holds.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:6607458-040",
    "claimUrl": "https://wulfkaal.github.io/claims/6607458-040",
    "rank": 2,
    "confidence": 0.4047,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: level, analytical, framework. Scope: applies in the computative domain.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:4900878-026",
    "claimUrl": "https://wulfkaal.github.io/claims/4900878-026",
    "rank": 3,
    "confidence": 0.3156,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: governance, offers, framework. Scope: token based systems with on chain governance such as DAOs.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:4796714-006",
    "claimUrl": "https://wulfkaal.github.io/claims/4796714-006",
    "rank": 4,
    "confidence": 0.2984,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: governance, offers, level. Scope: requires cryptographic data attestation and verifiable identity; applies to liability arising from AI misuse and uploaded content.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:4941807-006",
    "claimUrl": "https://wulfkaal.github.io/claims/4941807-006",
    "rank": 5,
    "confidence": 0.2984,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: governance, offers, level. Scope: where data attestation permits attribution of conduct to individuals.",
    "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": "a5d2a8527f8cf609e04b8d36b532cc10f27494e34c1a924688c95176ffb29ee2"
}
