{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-7681",
 "identifier": "kaal:position:2026-07-31-7681",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Bridging Ai Governance And Financial Regulation 28307F2Fe4",
 "text": "Bridging AI Governance and Financial Regulation presents the following source proposition: It reviews current AI regulation and governance frameworks to provide insights for stakeholders navigating AI integration. This proposition is pertinent to Kaal's source-bound claim that Unlike traditional governance models that depend on periodic reviews and updates, the proposed WDAG system draws on a continuous stream of data from a wide range of stakeholders, which is what makes its ethical frameworks track current societal values in real time. 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",
  "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: 0.4237.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "Bridging AI Governance and Financial Regulation",
  "url": "https://doi.org/10.30574/wjarr.2025.28.2.3710"
 },
 "extends": {
  "identifier": "kaal:claim:4941807-036",
  "url": "https://wulfkaal.github.io/claims/4941807-036",
  "citation": "Wulf A. Kaal, AI Governance Via Web3 Reputation System (2024). SSRN: https://ssrn.com/abstract=4941807",
  "paper": "Wulf A. Kaal, AI Governance Via Web3 Reputation System",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2024",
  "ssrn": "https://ssrn.com/abstract=4941807",
  "source_pdf_sha256": "ab66c1e99a88da1fa36b0c6b536df5184231fe6aa427f3dd53287a4e0ac79853"
 },
 "isBasedOn": [
  {
   "@id": "https://wulfkaal.github.io/claims/4941807-036"
  },
  {
   "@type": "CreativeWork",
   "name": "Bridging AI Governance and Financial Regulation",
   "url": "https://doi.org/10.30574/wjarr.2025.28.2.3710"
  }
 ],
 "batch_id": "kaal-review:2026-07-31:streaming-etl-0010",
 "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/2026-07-31-7681",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-7681.md",
 "candidateId": "kaal:response-draft:2026-07-31:1c92ea1c6fff4cf544c9",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.4237,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: governance, reviews, current, frameworks, stakeholders. Scope: where a decentralized network continuously supplies stakeholder sentiment data.",
 "sourceProvenance": {
  "source": "crossref",
  "sourceRecordId": "10.30574/wjarr.2025.28.2.3710",
  "queryId": "concept:b5ce5d92d4b5",
  "queryText": "AI agent governance",
  "canonicalUrl": "https://doi.org/10.30574/wjarr.2025.28.2.3710",
  "doi": "10.30574/wjarr.2025.28.2.3710",
  "externalIds": {
   "DOI": "10.30574/wjarr.2025.28.2.3710",
   "Crossref": "10.30574/wjarr.2025.28.2.3710"
  },
  "retrievedAt": "2026-07-31T20:34:07.368Z",
  "providerPage": 20,
  "rawObservationSha256": "7e1754ada75869f2fa236d04571e814ac195800348c9ebefaa226fa4ecbaac66",
  "inputSnapshotSha256": "38854b992555b92444c77ee205e21525efdcb5784dcf9267d112df4b84928413",
  "inputLine": 4977,
  "chunkId": "crossref-00002",
  "workId": "work:doi:10.30574/wjarr.2025.28.2.3710",
  "workAuthors": [
   "OYEYEMI AKINRELE"
  ],
  "workPublishedAt": "2025-11-30",
  "identityKeys": [
   "doi:10.30574/wjarr.2025.28.2.3710",
   "crossref:10.30574/wjarr.2025.28.2.3710",
   "url:https://doi.org/10.30574/wjarr.2025.28.2.3710",
   "title:6b31f5af23beb1eb791ddd0e",
   "proposition:88e8a7504f569a5fb92b9433c4c018c97d685f2adae6616cf0b9abdd062c0fa4"
  ],
  "sourceProposition": "It reviews current AI regulation and governance frameworks to provide insights for stakeholders navigating AI integration.",
  "sourcePropositionSha256": "4482b67d9b0ad18a7d90990a58c10414b30d9430625f9fdf30aed45613d65565",
  "sourcePropositionIndex": 0,
  "claimMappings": [
   {
    "claimId": "kaal:claim:4941807-036",
    "claimUrl": "https://wulfkaal.github.io/claims/4941807-036",
    "rank": 1,
    "confidence": 0.4237,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: governance, reviews, current, frameworks, stakeholders. Scope: where a decentralized network continuously supplies stakeholder sentiment data.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:2486570-028",
    "claimUrl": "https://wulfkaal.github.io/claims/2486570-028",
    "rank": 2,
    "confidence": 0.2877,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: governance, regulation, provide, insights. Scope: review source claim scope.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:4957318-022",
    "claimUrl": "https://wulfkaal.github.io/claims/4957318-022",
    "rank": 3,
    "confidence": 0.2718,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: governance, regulation, current, frameworks. Scope: where repeal proceeds without mapping of downstream dependencies.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:4941807-005",
    "claimUrl": "https://wulfkaal.github.io/claims/4941807-005",
    "rank": 4,
    "confidence": 0.2505,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: governance, frameworks, stakeholders. Scope: where feedback is embedded in the governance process itself; where models can still be adjusted after deployment.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:4941807-040",
    "claimUrl": "https://wulfkaal.github.io/claims/4941807-040",
    "rank": 5,
    "confidence": 0.2505,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: governance, frameworks, stakeholders. Scope: where each AI model or development milestone is documented as a post with edges to relevant precedents.",
    "ambiguous": true
   }
  ]
 },
 "userAffirmation": "affirm batch kaal-review:2026-07-31:streaming-etl-0010, SHA-256 702170a5716aed9e79302e88407930485844aeec8c140fe64a7bf7d5dd9603af, 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": "dcdc9414ac0d9eafa54955c3989ac6ddce25676ac2dbf3e029070e39dd686ec4"
}
