Bounding Hallucinations in RAG Systems with Information-Theoretic Guarantees

This ArXiv paper addresses a critical challenge in Retrieval-Augmented Generation (RAG) systems: the tendency to hallucinate. The use of Merlin-Arthur protocols provides a novel information-theoretic approach to mitigating this issue, potentially offering more robust guarantees than current methods.