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 "name": "Streaming Large Language Model Integration For Intelligent Iot Security And Data I 40D03Adf94",
 "text": "Large Language Model Integration for Intelligent IoT Security and Data Integrity Management presents the following source proposition: Blockchain networks generate enormous amounts of information of transactions and smart contracts that in most instances are multiplex, multidimensional and difficult to next generation information. This proposition is pertinent to Kaal's source-bound claim that Equality is a natural byproduct of the blockchain-driven evolution of the crypto economy, because the trust enhancing consensus model, smart contracting in anonymous networks, and DAOs together allow a more equal society to evolve. 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": {
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  "name": "Wulf A. Kaal",
  "identifier": "https://orcid.org/0009-0008-7840-1847"
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  "External evidence level: abstract indexed.",
  "Mapping review tier: moderate-confidence claim review.",
  "Primary mapping confidence: 0.3565.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
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 "currentDebate": {
  "name": "Large Language Model Integration for Intelligent IoT Security and Data Integrity Management",
  "url": "https://www.semanticscholar.org/paper/357ad0d3ad34c87d645e337634c1626941acbc54"
 },
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  "url": "https://wulfkaal.github.io/claims/3071378-040",
  "citation": "Wulf A. Kaal, Blockchain Technology and Race in Corporate America (2017). SSRN: https://ssrn.com/abstract=3071378",
  "paper": "Wulf A. Kaal, Blockchain Technology and Race in Corporate America",
  "authors": [
   "Wulf A. Kaal"
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  "year": "2017",
  "ssrn": "https://ssrn.com/abstract=3071378",
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   "url": "https://www.semanticscholar.org/paper/357ad0d3ad34c87d645e337634c1626941acbc54"
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 ],
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 "publicationStatus": "public",
 "recordTypeNote": "Dated commentary position extending a scholarly corpus claim. Not a verbatim claim extracted from the paper.",
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 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: security, blockchain, networks, smart, contracts. Scope: continued evolution of the crypto economy.",
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  "queryText": "decentralization governance",
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    "whyRelevant": "Shared high-information concepts: security, blockchain, smart, contracts, difficult. Scope: a bug exists in deployed DAO code.",
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