> an LLM is exactly like a compiler if a compiler was a black box hosted in a proprietary cloud and metered per symbol

Yeah, exactly.

Snark aside, this is an actual problem for a lot of developers in varying degrees, not understand anything about the layers below make for terrible layers above in very many situations.