Retrieval Improvements Do Not Guarantee Better Answers: A Study of RAG for AI Policy QA. - Saahil Mathur; Ryan David Rittner; Vedant Ajit Thakur; Daniel Stuart Schiff; Tunazzina Islam (CoRR, 2026)