Many AI systems struggle with providing accurate answers, but Self-RAG introduces reflection tokens that allow models to verify their own responses and reduce hallucinations.
Retrieval Augmented Generation is not always the optimal solution for knowledge tasks, as naive implementations can introduce latency, compute overhead, and even cause external hallucinations.