Add RAG and the model stops making things up.

Half true. Retrieval helps, right up until it feeds the model the wrong page with total confidence. Grounding is a discipline, not a bolt-on.

Retrieval augmented generation gets sold as the cure for hallucination. Give the model your documents to quote from and it stops inventing answers. It's half right, which is the most dangerous kind of right.