They can function kind-of-the-same in the sense that they can both change things written in a higher level language into a lower level language.
100% different in every other way, but for coding in some circumstances if we treat it as a black box, LLMs can turn higher level pseudocode into lower level code (inaccurately), or even transpile.
Kind of like how email and the postal service can be kind of the same if you look at it from a certain angle.
