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M. Van Kleek

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Preprint Aug 2026

Epistemic Trustworthiness in Generative AI: A Normative Framework for Warranted Reliance in High-Stakes Workflows

Generative AI systems are increasingly deployed in high-stakes professional contexts, where their outputs shape what users believe, how they reason, and what they treat as settled. This raises a central question for responsible AI: under what conditions is reliance on generative AI outputs epistemically warranted rathe...

Nimisha Karnatak, M. Van Kleek, Nigel Shadbolt · 0 citations

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