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 "text": "Next-Generation RegTech: AI-Driven Cybersecurity and Data Governance for Real-Time Compliance Intelligence Author presents the following source proposition: The rapid expansion of digital ecosystems, cloud-native infrastructures, artificial intelligence (AI), and data-intensive business operations has significantly increased the complexity of regulatory compliance across industries. This proposition is pertinent to 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 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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  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
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