Recent research papers introduce new RAG optimization and security methods

Researchers released multiple papers this week proposing RAG improvements, including RAGuard for defense against data poisoning, GuidedRAG for semantic steering, and CMT-RAG for multi-turn reasoning. A separate scaling study evaluated the accuracy-cost trade-offs across lexical, dense, and agentic retrieval paradigms.