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 "name": "Historical 00A1Bcb1B3Dc6994029E",
 "text": "Agentic Commerce Applications: How Autonomous AI Is Redefining the Retail & E-Commerce Industry should be assessed against Kaal's source-bound claim that Custodial exchanges are largely unprepared for breach: only 53 percent of small custodial exchanges and 78 percent of large custodial exchanges have a written policy setting out what happens to customer funds if a security breach causes loss. The current metadata indicates a plausible connection through agentic commerce, but the defensible response is a qualification until the source text confirms agreement, scope, methods, and limitations.",
 "author": {
  "@type": "Person",
  "name": "Wulf A. Kaal",
  "identifier": "https://orcid.org/0009-0008-7840-1847"
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 "dateModified": "2026-07-31",
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 "keywords": [
  "defi",
  "governance-design"
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  "custodial cryptocurrency exchanges surveyed in the 2017 benchmarking study",
  "External evidence level: abstract indexed.",
  "Mapping review tier: ambiguity triage before claim review.",
  "The literature-to-claim mapping remains explicitly ambiguous and should not be treated as a settled equivalence."
 ],
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  "name": "Agentic Commerce Applications: How Autonomous AI Is Redefining the Retail & E-Commerce Industry",
  "url": "https://www.semanticscholar.org/paper/19ddd3c2541832f5a246008fd032e0087b8dcb4f"
 },
 "extends": {
  "identifier": "kaal:claim:3936876-017",
  "url": "https://wulfkaal.github.io/claims/3936876-017",
  "citation": "Wulf A. Kaal, Hayley Howe, Custody of Digital Assets (2021). SSRN: https://ssrn.com/abstract=3936876",
  "paper": "Hayley Howe, Custody of Digital Assets",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2021",
  "ssrn": "https://ssrn.com/abstract=3936876",
  "source_pdf_sha256": "9bc0903d01910460298e754c451f027df4324367359800a98ee8e638d94aff55"
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   "name": "Agentic Commerce Applications: How Autonomous AI Is Redefining the Retail & E-Commerce Industry",
   "url": "https://www.semanticscholar.org/paper/19ddd3c2541832f5a246008fd032e0087b8dcb4f"
  }
 ],
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 "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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 "canonical_url": "https://wulfkaal.github.io/positions/2026-07-31-4356",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-4356.md",
 "candidateId": "kaal:response-candidate:2026-07-31:693462b44d7ffbef",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "ambiguity triage before claim review",
 "mappingConfidence": 0.2192,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: have, customer, governance, large, outlining, digital. Scope: custodial cryptocurrency exchanges surveyed in the 2017 benchmarking study.",
 "sourceProvenance": {
  "source": "Semantic Scholar",
  "api": "https://api.semanticscholar.org/graph/v1/paper/search/bulk",
  "query": "agentic commerce",
  "queryId": "concept:cff87b653032",
  "page": 1,
  "sourceRank": 5,
  "retrievedAt": "2026-07-31T13:58:02.173Z",
  "citationCount": 0,
  "venue": "International Journal of Computational and Experimental Science and Engineering",
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 },
 "userAffirmation": "Approved as written by Wulf A. Kaal on 2026-07-31.",
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