{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-6749",
 "identifier": "kaal:position:2026-07-31-6749",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming  48907F02A8",
 "text": "АГЕНТНИЙ ШТУЧНИЙ ІНТЕЛЕКТ ЯК ІНСТРУМЕНТ РЕСТРУКТУРИЗАЦІЇ МАРКЕТИНГОВОГО ТЕХНІЧНОГО БОРГУ В УМОВАХ ГІПЕРПЕРСОНАЛІЗАЦІЇ presents the following source proposition: У статті здійснено комплексне дослідження проблематики маркетингового технічного боргу (Marketing Technical Debt – MTD) як головного системного бар’єра на шляху впровадження стратегій гіперперсоналізації у сучасному цифровому маркетингу. This proposition is pertinent to Kaal's source-bound claim that Marketing a consensus algorithm as correct by construction is false advertising, because such proofs establish resistance only to the attacks the theorists considered reasonable at the time, not to all possible attacks. 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": [
  "consensus-and-security",
  "risk-and-incentives",
  "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: moderate-confidence claim review.",
  "Primary mapping confidence: 0.5385.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "АГЕНТНИЙ ШТУЧНИЙ ІНТЕЛЕКТ ЯК ІНСТРУМЕНТ РЕСТРУКТУРИЗАЦІЇ МАРКЕТИНГОВОГО ТЕХНІЧНОГО БОРГУ В УМОВАХ ГІПЕРПЕРСОНАЛІЗАЦІЇ",
  "url": "https://www.semanticscholar.org/paper/9935a7942850f8c263309bbeb4f96412859a878c"
 },
 "extends": {
  "identifier": "kaal:claim:3782203-026",
  "url": "https://wulfkaal.github.io/claims/3782203-026",
  "citation": "Craig Calcaterra, Wulf A. Kaal, A Technical Perspective on Decentralization (2021). SSRN: https://ssrn.com/abstract=3782203",
  "paper": "Craig Calcaterra, Wulf A. Kaal, A Technical Perspective on Decentralization",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2021",
  "ssrn": "https://ssrn.com/abstract=3782203",
  "source_pdf_sha256": "ab8a22d0dbb026a09212a4c85963f3c05787cf80775e8613ae3724e3883e7a56"
 },
 "isBasedOn": [
  {
   "@id": "https://wulfkaal.github.io/claims/3782203-026"
  },
  {
   "@type": "CreativeWork",
   "name": "АГЕНТНИЙ ШТУЧНИЙ ІНТЕЛЕКТ ЯК ІНСТРУМЕНТ РЕСТРУКТУРИЗАЦІЇ МАРКЕТИНГОВОГО ТЕХНІЧНОГО БОРГУ В УМОВАХ ГІПЕРПЕРСОНАЛІЗАЦІЇ",
   "url": "https://www.semanticscholar.org/paper/9935a7942850f8c263309bbeb4f96412859a878c"
  }
 ],
 "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.",
 "isPartOf": {
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 },
 "version": "1.0",
 "canonical_url": "https://wulfkaal.github.io/positions/2026-07-31-6749",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-6749.md",
 "candidateId": "kaal:response-draft:2026-07-31:5d6e6de125eab6836947",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.5385,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: marketing, technical. Scope: correct by construction proof of stake designs; adversaries able to invent new attacks.",
 "sourceProvenance": {
  "source": "semantic-scholar",
  "sourceRecordId": "9935a7942850f8c263309bbeb4f96412859a878c",
  "queryId": "concept:cff87b653032",
  "queryText": "agentic commerce",
  "canonicalUrl": "https://www.semanticscholar.org/paper/9935a7942850f8c263309bbeb4f96412859a878c",
  "doi": "10.32782/2786-8141/2025-13-20",
  "externalIds": {
   "DOI": "10.32782/2786-8141/2025-13-20",
   "CorpusId": 286411515,
   "SemanticScholar": "9935a7942850f8c263309bbeb4f96412859a878c"
  },
  "retrievedAt": "2026-07-31T13:58:02.173Z",
  "providerPage": 1,
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  "workId": "work:doi:10.32782/2786-8141/2025-13-20",
  "workAuthors": [
   "С. В. Ковальчук",
   "З.О. Тягунова",
   "В.В. Ходак"
  ],
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   "url:https://www.semanticscholar.org/paper/9935a7942850f8c263309bbeb4f96412859a878c",
   "proposition:07317ff4815e1bc051e8800ce041e7e9d4e126fb45b75a7d6a6efe4de2efbb31"
  ],
  "sourceProposition": "У статті здійснено комплексне дослідження проблематики маркетингового технічного боргу (Marketing Technical Debt – MTD) як головного системного бар’єра на шляху впровадження стратегій гіперперсоналізації у сучасному цифровому маркетингу.",
  "sourcePropositionSha256": "1678f822337667c37516b8571c4fbb3231d49f4f01e7b00c17cd7f093f35ac11",
  "sourcePropositionIndex": 0,
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    "claimUrl": "https://wulfkaal.github.io/claims/3782203-026",
    "rank": 1,
    "confidence": 0.5385,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: marketing, technical. Scope: correct by construction proof of stake designs; adversaries able to invent new attacks.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:617681-005",
    "claimUrl": "https://wulfkaal.github.io/claims/617681-005",
    "rank": 2,
    "confidence": 0.2816,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: marketing. Scope: Member States exporting corporate law beyond their borders.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:617681-015",
    "claimUrl": "https://wulfkaal.github.io/claims/617681-015",
    "rank": 3,
    "confidence": 0.2816,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: marketing. Scope: English being the only language widely understood throughout the EU.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:617681-039",
    "claimUrl": "https://wulfkaal.github.io/claims/617681-039",
    "rank": 4,
    "confidence": 0.2816,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: marketing. Scope: Europe shortly after Centros and Inspire Art.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:2150377-020",
    "claimUrl": "https://wulfkaal.github.io/claims/2150377-020",
    "rank": 5,
    "confidence": 0.2816,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: marketing. Scope: survey respondents, n=94; within three months of the March 30, 2012 registration effective date.",
    "ambiguous": true
   }
  ]
 },
 "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": "e286c0569e1979492b1e5c8fa88dc137cd1064d3c3d0ffa53c8b34b65bcfe27e"
}