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 "@id": "https://wulfkaal.github.io/positions/2026-07-31-7162",
 "identifier": "kaal:position:2026-07-31-7162",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Governance Of Ai Agents 5Eb79Eda0F",
 "text": "Governance of AI Agents presents the following source proposition: Instead, new forms of information asymmetry arise from the technological functioning of AI. This proposition is pertinent to Kaal's source-bound claim that The strong trust that sustained Maghribi trade, in which embezzlement was rare despite extreme information asymmetry, cannot be explained by a strong centralized government, since the Maghribis could not form a centralized legal or political hierarchy and the official legal channels were slow and unreliable. 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": [
  "ai-and-agents",
  "corporate-governance",
  "disclosure",
  "reputation",
  "law-and-legal-systems",
  "compliance",
  "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: 0.5497.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "Governance of AI Agents",
  "url": "https://doi.org/10.4018/979-8-3373-1419-8.ch006"
 },
 "extends": {
  "identifier": "kaal:claim:3782193-030",
  "url": "https://wulfkaal.github.io/claims/3782193-030",
  "citation": "Craig Calcaterra, Wulf A. Kaal, Historical Sketches of Centralization vs. Decentralization (2021). SSRN: https://ssrn.com/abstract=3782193",
  "paper": "Craig Calcaterra, Wulf A. Kaal, Historical Sketches of Centralization vs. Decentralization",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2021",
  "ssrn": "https://ssrn.com/abstract=3782193",
  "source_pdf_sha256": "74df9cc9a19a098bdacd0424a4174795f6e184f7a31c8ee7541195186701ebd2"
 },
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   "@id": "https://wulfkaal.github.io/claims/3782193-030"
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   "@type": "CreativeWork",
   "name": "Governance of AI Agents",
   "url": "https://doi.org/10.4018/979-8-3373-1419-8.ch006"
  }
 ],
 "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.",
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 "version": "1.0",
 "canonical_url": "https://wulfkaal.github.io/positions/2026-07-31-7162",
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 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.5497,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: governance, agents, instead, information, asymmetry. Scope: Maghribi Jewish traders around 1000 AD under the Fatimid caliphate.",
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  "source": "crossref",
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  "queryId": "concept:b5ce5d92d4b5",
  "queryText": "AI agent governance",
  "canonicalUrl": "https://doi.org/10.4018/979-8-3373-1419-8.ch006",
  "doi": "10.4018/979-8-3373-1419-8.ch006",
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  "workAuthors": [
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: governance, agents, instead, information, asymmetry. Scope: Maghribi Jewish traders around 1000 AD under the Fatimid caliphate.",
    "ambiguous": true
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    "whyRelevant": "Shared high-information concepts: governance, agents, information, asymmetry. Scope: principal agent relationship under incomplete contracting.",
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    "whyRelevant": "Shared high-information concepts: governance, agents, information, asymmetry. Scope: historical trading networks with communication latency on the order of months; agents with complete control of assets.",
    "ambiguous": true
   },
   {
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    "confidence": 0.4066,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: governance, agents, new, arise. Scope: where new governance elements can be added as vertices and edges to the existing graph.",
    "ambiguous": true
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: governance, agents, new, forms. Scope: arises where agent platforms are controlled by intermediaries rather than by users.",
    "ambiguous": true
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 "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.",
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}