> Maps are useful, but they don't understand the geography they describe. LLMs are maps of semantic structures and as such, can absolutely be useful without having an understanding of that which they map.

That's a really interesting analogy I've never heard before! That's going to stick in my head right alongside Simon Willison's "calculator for words".