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

Nimisha Karnatak, Max Van Kleek, Nigel Shadbolt
August, 2026
Preprint PDF
Type
Conference paper
Publication
Accepted at the AAAI/ACM Conference on AI, Ethics, and Society (AIES 2026)
Trustworthy AI Warranted reliance Epistemic humility
Nimisha Karnatak
Nimisha Karnatak
CS Ph.D. Student | International Consultant

I conduct human-centered research in the domain of healthcare and accessibility.