Ramiro Jordan

Citation-Enforced RAG Architecture for Decision Support

Large language models (LLMs) are increasingly being deployed for institutional document synthesis and other reasoning-adjacent tasks. However, hallucinated content becomes an institutional risk when it is incorporated into briefs, policies, or reports. We present a local-first, corpus-restricted retrieval-augmented gen...