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 "name": "Historical 5B85E804603Ec19C281B",
 "text": "‘Agentic RAG Systems for Real-Time Financial Decision Making: A Multi-Agent Framework with Model Context Protocol Integration’ should be assessed against Kaal's source-bound claim that Taken together, the transparency, decentralized decision making, and automated real time response properties of the proposed model make decentralized governance superior to AI driven supervision for secure, compliant, and efficient execution of AI agent transactions. 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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  "@type": "Person",
  "name": "Wulf A. Kaal",
  "identifier": "https://orcid.org/0009-0008-7840-1847"
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 "datePublished": "2026-07-31",
 "dateModified": "2026-07-31",
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  "governance-design",
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  "compliance"
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  "External evidence level: abstract indexed.",
  "Mapping review tier: mapping review 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/f58251c8d4f55e6ada8b1a5a4abd8da17f77f977"
 },
 "extends": {
  "identifier": "kaal:claim:5245185-039",
  "url": "https://wulfkaal.github.io/claims/5245185-039",
  "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",
  "ssrn": "https://ssrn.com/abstract=5245185",
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   "@id": "https://wulfkaal.github.io/claims/5245185-039"
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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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 "canonical_url": "https://wulfkaal.github.io/positions/2026-07-31-1813",
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 "candidateId": "kaal:response-candidate:2026-07-31:c895893b753e43a2",
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 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: real, time, decision, making, agent, proposed, response, agents. Scope: monitoring of AI agent transaction execution in modern digital infrastructures.",
 "sourceProvenance": {
  "source": "Semantic Scholar",
  "api": "https://api.semanticscholar.org/graph/v1/paper/search/bulk",
  "query": "model context protocol",
  "queryId": "concept:9c5da690faad",
  "page": 1,
  "sourceRank": 970,
  "retrievedAt": "2026-07-31T13:58:04.059Z",
  "citationCount": 2,
  "venue": "2025 IEEE 2nd International Conference on Information Technology, Electronics and Intelligent Communication Systems (ICITEICS)",
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