RAG Isn’t a Search Engine. It’s a Trust Problem.
Most teams treat RAG as a simple ‘add context’ mechanism and call it a day. But bolting a deterministic retriever onto a probabilistic language model creates a trust paradox: the LLM has no built-in ability to evaluate, question, or reject the context it’s handed. The result isn’t fewer hallucinations — it’s better-cited ones. The real challenge isn’t retrieval quality. It’s making models retrieval-aware.