Where RAG Fails: Understanding the LimitationsWhy LLMs Alone Aren't Enough Large Language Models (LLMs) like GPT or Claude are trained on massive amounts of text data, but that data has a cutoff date. Ask an LLM about something that happened afteJul 19, 2026·9 min read·1