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 "name": "Streaming From Reactive To Proactive Governance By Design As A Foundational Princi 1F00F47769",
 "text": "From Reactive to Proactive: Governance by Design as a Foundational Principle for Responsible AI presents the following source proposition: Current AI governance frameworks are reactive by architecture. This proposition is pertinent to Kaal's source-bound claim that Regulation is usually reactive because it responds to facts, but the current environment is one of data rather than settled facts; regulation must therefore become proactive and dynamically responsive to data and trends. 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.",
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  "Primary mapping confidence: 0.378.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
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  "url": "https://doi.org/10.2139/ssrn.6799718"
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  "citation": "Wulf A. Kaal, Erik P.M. Vermeulen, How to Regulate Disruptive Innovation - From Facts to Data (2016). SSRN: https://ssrn.com/abstract=2808132",
  "paper": "Wulf A. Kaal, Erik P.M. Vermeulen, How to Regulate Disruptive Innovation - From Facts to Data",
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