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 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Using Ai And Blockchain In Case Of Algorithm Regulation 8Ebce51F11",
 "text": "Using AI and Blockchain in Case of Algorithm Regulation presents the following source proposition: The implication of AI is determined by some basic applications where the important analysis is properly modulated as much as possible. This proposition is pertinent to Kaal's source-bound claim that The low transaction throughput of public blockchains is a core limitation that holds back more advanced distributed applications, which is why decentralized commerce in 2019 remains relegated to cryptocurrency trading and basic smart contracting. 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: 0.4284.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
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  "url": "https://www.semanticscholar.org/paper/059f57a42089fbcff04d33e90e735768119eda53"
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  "url": "https://wulfkaal.github.io/claims/3406323-019",
  "citation": "Wulf A. Kaal, Decentralization - A Primer on the New Economy (2019). SSRN: https://ssrn.com/abstract=3406323",
  "paper": "Wulf A. Kaal, Decentralization - A Primer on the New Economy",
  "authors": [
   "Wulf A. Kaal"
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  "year": "2019",
  "ssrn": "https://ssrn.com/abstract=3406323",
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   "url": "https://www.semanticscholar.org/paper/059f57a42089fbcff04d33e90e735768119eda53"
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    "whyRelevant": "Shared high-information concepts: blockchain, algorithm. Scope: applies to proof of stake designs that select block producers pseudorandomly.",
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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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