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 "text": "Compatibility at a Cost: Systematic Discovery and Exploitation of MCP Clause-Compliance Vulnerabilities should be assessed against Kaal's source-bound claim that The absence of interoperability considerations with non standardized networks restricts the utility of exchange based monitoring in a fragmented and continuously evolving DeFi landscape. The current metadata indicates a plausible connection through model context protocol, but the defensible response is a qualification until the source text confirms agreement, scope, methods, and limitations.",
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  "identifier": "https://orcid.org/0009-0008-7840-1847"
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  "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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  "url": "https://www.semanticscholar.org/paper/6e5bcd14956cebcb9e84e5fa27b42f93c110c63b"
 },
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  "identifier": "kaal:claim:5245185-015",
  "url": "https://wulfkaal.github.io/claims/5245185-015",
  "citation": "Wulf A. Kaal, How can we Best Monitor AI Agents (2025). SSRN: https://ssrn.com/abstract=5245185",
  "paper": "How can we Best Monitor AI Agents",
  "authors": [
   "Wulf A. Kaal"
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  "year": "2025",
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 "recordTypeNote": "Dated commentary position extending a scholarly corpus claim. Not a verbatim claim extracted from the paper.",
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 "candidateId": "kaal:response-candidate:2026-07-31:be02bbb891b82302",
 "evidenceLevel": "abstract indexed",
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 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: compliance, interoperability, agents, exchange, fragmented, standardized, non. Scope: fragmented DeFi environment with non standardized networks.",
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  "query": "model context protocol",
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  "retrievedAt": "2026-07-31T13:58:04.059Z",
  "citationCount": 2,
  "venue": "arXiv.org",
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