I do not think there is anything to be scared of, because you still have to know the underlying concepts or direct the LLMs into giving you the correct response. I am productive with LLMs because I know what I am doing and what I want to do. I do not know if and when it will eliminate the requirement to know the underlying concepts or have a rough idea of specifics.