They are different -- higher level languages like C++ and Python surface the abstractions, making them more apparent to the human reading the code. LLMs typically hide the abstractions. You can still read the source code, sure, but even the latest models will produce a lot of repetition of utility functions and produce data structures of various shapes without commonality or reuse. This is moving in the opposite direction that machine code -> assembly -> C -> ... were heading.