In this talk, we'll see why language models (LLMs) aren't really made for data analysis. Even though they promise quick answers thanks to AI, they often lack the precision and reliability to make good decisions. We'll talk about the limitations of LLMs for doing comprehensive analyses, and we'll show you a better option: using them to research and exploit existing analyses. You'll see why relying on reliable data is the best way to get useful insights.