I think that the main missunderstanding is that we used to think programming=coding, but this is not the case. LLMs allow people to use natural language as a programming language, but you still need to program. As with every programing language, it requires you to learn how to use it.

Not everyone needs to be excited about LLMs, in the same way that C++ developers dont need to be excited about python.