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 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming The Economics Of Agentic Ai Runtime Governance As A Distinct Determinant 9F1414Bde7",
 "text": "The Economics of Agentic AI: Runtime Governance as a Distinct Determinant of Enterprise AI Cost presents the following source proposition: Per-token inference prices are falling, while agentic workflows increase the number of model interactions, tool calls, and downstream actions required to complete a task. This proposition is pertinent to Kaal's source-bound claim that Under a deflationary token issuance model, which caps the number of tokens ever issued, prices are expected to increase because of the fundamental scarcity of token supply. 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",
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  "economics",
  "historical-response",
  "scholarly-literature",
  "crossref"
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  "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: 0.3541.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "The Economics of Agentic AI: Runtime Governance as a Distinct Determinant of Enterprise AI Cost",
  "url": "https://doi.org/10.2139/ssrn.7129939"
 },
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  "identifier": "kaal:claim:4033886-037",
  "url": "https://wulfkaal.github.io/claims/4033886-037",
  "citation": "Wulf A. Kaal, Samuel Evans, Hayley Howe, Digital Asset Valuation (2022). SSRN: https://ssrn.com/abstract=4033886",
  "paper": "Wulf A. Kaal, Samuel Evans, Hayley Howe, Digital Asset Valuation",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2022",
  "ssrn": "https://ssrn.com/abstract=4033886",
  "source_pdf_sha256": "52ba05b1292b1be4bfaf1ee5cf56b14fea9c196d870603e794d7ee316df129bd"
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   "name": "The Economics of Agentic AI: Runtime Governance as a Distinct Determinant of Enterprise AI Cost",
   "url": "https://doi.org/10.2139/ssrn.7129939"
  }
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 "publicationStatus": "public",
 "recordTypeNote": "Dated commentary position extending a scholarly corpus claim. Not a verbatim claim extracted from the paper.",
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 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
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 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: economics, token, prices, increase, number. Scope: deflationary token models such as Bitcoin.",
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  "queryText": "AI agent governance",
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  "workAuthors": [
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: economics, token, prices, increase, number. Scope: deflationary token models such as Bitcoin.",
    "ambiguous": true
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: economics, per, while, downstream. Scope: holds under the computative primitive.",
    "ambiguous": true
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: economics, token, prices, number. Scope: token issuances with a predetermined maximum supply.",
    "ambiguous": true
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: economics, token, prices, increase. Scope: tokens with a capped maximum issuance.",
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: economics, cost, number, required. Scope: hedge fund startups; comparison of pre and post Dodd-Frank Act market entry.",
    "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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