Most of the things that the public — even so-called “AI experts” — consider “magic” are still within the in-sample space. We are nowhere near the out-of-sample space yet. Large Language Models (LLMs) still cannot truly extrapolate. It’s somewhat like living in America and thinking that America is the entire world.