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 "name": "Streaming Blockchain Integrated Iot Framework For Tamper Proof Healthcare Data Man Aeb0Bdadae",
 "text": "Blockchain-integrated IoT framework for tamper-proof healthcare data management in smart hospitals presents the following source proposition: The rapid expansion of IoT in smart hospitals enables continuous patient monitoring, automated diagnosis and real-time clinical decision support. This proposition is pertinent to Kaal's source-bound claim that Recording every AI agent decision and transaction on a blockchain produces a permanent tamper proof record that enables public verification and fosters accountability, because no single entity can alter the historical record. The proposed response is an agreement: the relationship should remain limited to the retrieved source proposition and the mapped Kaal claim unless fuller source review supports a broader conclusion.",
 "author": {
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  "identifier": "https://orcid.org/0009-0008-7840-1847"
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  "Primary mapping confidence: 0.3803.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
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  "url": "https://www.semanticscholar.org/paper/e0ef80c7ae56e1ef17501d4b8bcec2d6f2da4b57"
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  "citation": "Wulf A. Kaal, How can we Best Monitor AI Agents (2025). SSRN: https://ssrn.com/abstract=5245185",
  "paper": "Wulf A. Kaal, How can we Best Monitor AI Agents",
  "authors": [
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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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 "mappingAmbiguous": true,
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 "mappingWhyRelevant": "Shared high-information concepts: blockchain, tamper, proof, enables, decision. Scope: immutable ledger recording of agent decisions and transactions.",
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    "whyRelevant": "Shared high-information concepts: blockchain, enables, real, time. Scope: charitable donation flows recorded on distributed ledgers.",
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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.",
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