Retrieval-Augmented Generation Must Move Beyond Factual Grounding to Represent Diverse Opinions

Aditya Agrawal, Alwarappan Nakkiran, Darshan Fofadiya +3

This position paper argues that Retrieval-Augmented Generation (RAG) systems exhibit a factual bias-optimizing for epistemic uncertainty reduction while ignoring the aleatoric unce…