No, it's actually much, much harder unless you are ignoring any of the details, which are the things that actually matter ultimately. When you were first learning did they not do the "tell me how to make a PB+J sandwich" or whatever to show you the imprecision of plain human words? You may comprehend the LLM I/O easily, but you don't know that that matches what's actually happening.