{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-7190",
 "identifier": "kaal:position:2026-07-31-7190",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming The Economics Of Agentic Ai Runtime Governance As A Distinct Determinant E2Acc67Caa",
 "text": "The Economics of Agentic AI: Runtime Governance as a Distinct Determinant of Enterprise AI Cost presents the following source proposition: Established optimization techniques lower unit cost and can reduce computation under technical and budget conditions. This proposition is pertinent to Kaal's source-bound claim that Hidden action, that is moral hazard, and hidden information, that is adverse selection, are not merely reduced in the agentic economy but rendered computationally impossible at the substrate level, because every intermediate computation is attested on chain or through zero knowledge proofs. 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": [
  "risk-and-incentives",
  "consensus-and-security",
  "citation-and-knowledge",
  "economics",
  "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: 0.3567.",
  "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"
 },
 "extends": {
  "identifier": "kaal:claim:5886442-019",
  "url": "https://wulfkaal.github.io/claims/5886442-019",
  "citation": "Wulf A. Kaal, The AI-to-AI Economy and the Collapse of Anthropocentric Economic Theory (2025). SSRN: https://ssrn.com/abstract=5886442",
  "paper": "Wulf A. Kaal, The AI-to-AI Economy and the Collapse of Anthropocentric Economic Theory",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2025",
  "ssrn": "https://ssrn.com/abstract=5886442",
  "source_pdf_sha256": "d2f6edebc562152f6ea706cc3ad944f7a1b81979931571e54cb782849839dfce"
 },
 "isBasedOn": [
  {
   "@id": "https://wulfkaal.github.io/claims/5886442-019"
  },
  {
   "@type": "CreativeWork",
   "name": "The Economics of Agentic AI: Runtime Governance as a Distinct Determinant of Enterprise AI Cost",
   "url": "https://doi.org/10.2139/ssrn.7129939"
  }
 ],
 "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/2026-07-31-7190",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-7190.md",
 "candidateId": "kaal:response-draft:2026-07-31:1681bfdcbf20756e05a5",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.3567,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: economics, agentic, computation. Scope: holds among artificial agents, not for the remaining human layer.",
 "sourceProvenance": {
  "source": "crossref",
  "sourceRecordId": "10.2139/ssrn.7129939",
  "queryId": "concept:b5ce5d92d4b5",
  "queryText": "AI agent governance",
  "canonicalUrl": "https://doi.org/10.2139/ssrn.7129939",
  "doi": "10.2139/ssrn.7129939",
  "externalIds": {
   "DOI": "10.2139/ssrn.7129939",
   "Crossref": "10.2139/ssrn.7129939"
  },
  "retrievedAt": "2026-07-31T20:33:41.048Z",
  "providerPage": 2,
  "rawObservationSha256": "f12e879a1e03c36f8f31d497dfd9ed0cced50bb5769dc2b20ba6f8bb1e8b96ac",
  "inputSnapshotSha256": "95f3c3e1638ca36a1683b7a07036b5ed8191ad7a1549b24a5ebff941a468f5ce",
  "inputLine": 461,
  "chunkId": "crossref-00002",
  "workId": "work:doi:10.2139/ssrn.7129939",
  "workAuthors": [
   "Maureen Doyle-Spare"
  ],
  "workPublishedAt": "2026-01-01",
  "identityKeys": [
   "doi:10.2139/ssrn.7129939",
   "crossref:10.2139/ssrn.7129939",
   "url:https://doi.org/10.2139/ssrn.7129939",
   "title:105b13f37cf8ad9233c2f9c3",
   "proposition:c3bfde2ba41f2ed51ab73c799911159f07f79cc169172814ce4f176def5e199d"
  ],
  "sourceProposition": "Established optimization techniques lower unit cost and can reduce computation under technical and budget conditions.",
  "sourcePropositionSha256": "27be4776d02aff159a2c5f8c8934392219fba273c78f7b6fed21adaca45b7a9f",
  "sourcePropositionIndex": 1,
  "claimMappings": [
   {
    "claimId": "kaal:claim:5886442-019",
    "claimUrl": "https://wulfkaal.github.io/claims/5886442-019",
    "rank": 1,
    "confidence": 0.3567,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: economics, agentic, computation. Scope: holds among artificial agents, not for the remaining human layer.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:6244278-027",
    "claimUrl": "https://wulfkaal.github.io/claims/6244278-027",
    "rank": 2,
    "confidence": 0.3508,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: economics, agentic, optimization. Scope: requires reputation to track trustworthiness properties, not accuracy alone.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:6421319-009",
    "claimUrl": "https://wulfkaal.github.io/claims/6421319-009",
    "rank": 3,
    "confidence": 0.3204,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: economics, cost, unit. Scope: applies to intelligence and other instantaneously replicable inputs.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:5886442-013",
    "claimUrl": "https://wulfkaal.github.io/claims/5886442-013",
    "rank": 4,
    "confidence": 0.319,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: economics, agentic, under. Scope: holds for post scarce cognitive and digital inputs, not for materially scarce goods.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:6244278-028",
    "claimUrl": "https://wulfkaal.github.io/claims/6244278-028",
    "rank": 5,
    "confidence": 0.319,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: economics, agentic, under. Scope: requires repeated play with persistent reputation and other validators also minimizing regret.",
    "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": "6ee4346959d62634308e98d8eb10889fc300bf797956b97e82ce1d80241cba0c"
}