Cutting RAG inference costs 6x starts with deciding what reaches the LLM

VentureBeat argues that sending every ambiguous case to the LLM with retrieved context is costly and fails in high-stakes classification, recommending pre-filtering so many queries never reach the model — cutting inference costs up to 6x.