We do need code, cause humans can't read and understand binary. Let's say, even if we do get perfect English -> Binary, often times what people specify in english can be vague or just not what they actually meant. So if the AI just outputs binary, it will get very difficult to be sure that what is implemented is actually what the user meant.
but if the AI can just fix it…