A new approach to Retrieval-Augmented Generation (RAG) citations is proposed, recognizing that different consumers require distinct citation formats. The author outlines three patterns: inline anchors for end-users, structured data blocks for API clients, and verifiable offsets for auditors. Current RAG systems often implement only one pattern, leading to issues like fabricated citations or unverifiable claims, particularly in regulated environments. AI
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IMPACT This approach could improve the reliability and auditability of RAG systems, particularly in regulated industries by ensuring verifiable citations.
RANK_REASON The cluster discusses a novel technical pattern for RAG systems, presented as a blog post. [lever_c_demoted from research: ic=1 ai=1.0]