You just made me think of LLMs as useful translators. I know they are not going to be the ones leading to the discoveries other ML mechanisms can. But LLMs are a great way to communicate though to a machine. Before it was only for those able to code, but now that problem is being resolved.
That is not to say that computer scientists are no longer useful, but it is now possible for everyone to talk to the computer and viceversa.