Intelligence is not a well understood concept. "AI" is also not a well understood concept - we have LLMs that can pick up some novel patterns on "first sight", but then that pattern takes up space in the context window and this kind of learning is quite limited.

Training LLMs on the other hand requires a large amount of training data.