{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-6751",
 "identifier": "kaal:position:2026-07-31-6751",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming  Aff6962C36",
 "text": "АГЕНТНИЙ ШТУЧНИЙ ІНТЕЛЕКТ ЯК НОВА ПАРАДИГМА АВТОМАТИЗАЦІЇ МАРКЕТИНГУ: МОЖЛИВОСТІ, ВИКЛИКИ ТА ЕКОНОМІЧНА ДОЦІЛЬНІСТЬ presents the following source proposition: У статті досліджено агентний штучний інтелект (agentic AI) як нову парадигму автоматизації маркетингу, що прийшла на зміну традиційним підходам до маркетингової автоматизації на основі жорстко запрограмованих сценаріїв. This proposition is pertinent to Kaal's source-bound claim that Kaal stipulates two constructs: Agentic Decoupling, the progressive severance of value creation from human labor and consumption, and the Coasean Singularity, the point at which the theoretical justification for hierarchical governance disappears. 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",
  "governance-design",
  "economics",
  "historical-response",
  "scholarly-literature",
  "semantic-scholar"
 ],
 "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: high-confidence claim review.",
  "Primary mapping confidence: 0.99.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "АГЕНТНИЙ ШТУЧНИЙ ІНТЕЛЕКТ ЯК НОВА ПАРАДИГМА АВТОМАТИЗАЦІЇ МАРКЕТИНГУ: МОЖЛИВОСТІ, ВИКЛИКИ ТА ЕКОНОМІЧНА ДОЦІЛЬНІСТЬ",
  "url": "https://www.semanticscholar.org/paper/202371f23a1c3babd8d53d78441b144103252006"
 },
 "extends": {
  "identifier": "kaal:claim:5886442-002",
  "url": "https://wulfkaal.github.io/claims/5886442-002",
  "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": [
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   "@id": "https://wulfkaal.github.io/claims/5886442-002"
  },
  {
   "@type": "CreativeWork",
   "name": "АГЕНТНИЙ ШТУЧНИЙ ІНТЕЛЕКТ ЯК НОВА ПАРАДИГМА АВТОМАТИЗАЦІЇ МАРКЕТИНГУ: МОЖЛИВОСТІ, ВИКЛИКИ ТА ЕКОНОМІЧНА ДОЦІЛЬНІСТЬ",
   "url": "https://www.semanticscholar.org/paper/202371f23a1c3babd8d53d78441b144103252006"
  }
 ],
 "batch_id": "kaal-review:2026-07-31:streaming-etl-0006",
 "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/2026-07-31-6751",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-6751.md",
 "candidateId": "kaal:response-draft:2026-07-31:d859c88574f79796c923",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "high-confidence claim review",
 "mappingConfidence": 0.99,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: agentic. Scope: review source claim scope.",
 "sourceProvenance": {
  "source": "semantic-scholar",
  "sourceRecordId": "202371f23a1c3babd8d53d78441b144103252006",
  "queryId": "concept:9c5da690faad",
  "queryText": "model context protocol",
  "canonicalUrl": "https://www.semanticscholar.org/paper/202371f23a1c3babd8d53d78441b144103252006",
  "doi": "10.30857/2786-5398.2025.6.10",
  "externalIds": {
   "DOI": "10.30857/2786-5398.2025.6.10",
   "CorpusId": 287714303,
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  "retrievedAt": "2026-07-31T13:58:04.059Z",
  "providerPage": 1,
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  "workId": "work:doi:10.30857/2786-5398.2025.6.10",
  "workAuthors": [
   "О. Я. Ярмолюк",
   "В.Л. Сібрук",
   "Андрій Ю. Тривайло"
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  "workPublishedAt": "2025-12-23",
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   "url:https://www.semanticscholar.org/paper/202371f23a1c3babd8d53d78441b144103252006",
   "proposition:f0e5f53af7e637286fd550896a909bdba17cc905e448efcded6f696b426779b2"
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  "sourceProposition": "У статті досліджено агентний штучний інтелект (agentic AI) як нову парадигму автоматизації маркетингу, що прийшла на зміну традиційним підходам до маркетингової автоматизації на основі жорстко запрограмованих сценаріїв.",
  "sourcePropositionSha256": "6f4324c02e4d077e433e38ac2a2fa0fccc5c065e8a01e01eacce61e8e809bcc2",
  "sourcePropositionIndex": 0,
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    "claimUrl": "https://wulfkaal.github.io/claims/5886442-002",
    "rank": 1,
    "confidence": 0.99,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: agentic. Scope: review source claim scope.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:5886442-007",
    "claimUrl": "https://wulfkaal.github.io/claims/5886442-007",
    "rank": 2,
    "confidence": 0.99,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: agentic. Scope: projection to 2030; assumes winner takes most swarm dynamics without corrective mandates.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:5886442-013",
    "claimUrl": "https://wulfkaal.github.io/claims/5886442-013",
    "rank": 3,
    "confidence": 0.99,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: agentic. Scope: holds for post scarce cognitive and digital inputs, not for materially scarce goods.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:5886442-019",
    "claimUrl": "https://wulfkaal.github.io/claims/5886442-019",
    "rank": 4,
    "confidence": 0.99,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: agentic. Scope: holds among artificial agents, not for the remaining human layer.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:5886442-021",
    "claimUrl": "https://wulfkaal.github.io/claims/5886442-021",
    "rank": 5,
    "confidence": 0.99,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: agentic. Scope: review source claim scope.",
    "ambiguous": true
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  ]
 },
 "userAffirmation": "I affirm batch kaal-review:2026-07-31:streaming-etl-0006, SHA-256 d724cb4e85d4ecdf4e8488b6b1c8ed999688fe58732ad5a50c5c197c25427f43, 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": "75de07739d3968addd05c27fd1153ad2f3d60d65b7c64feb1997ebf63bc9256c"
}