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 "text": "Verified Adversarial Reasoning Intelligence (VARI): Multi-Agent Adversarial Verification for Regulated AI Decision-Making presents the following source proposition: We previously demonstrated VARI as a reference architecture for EU AI Act Article 14 compliance in employment AI (Swidey, 2025). 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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