Some forms probably. A lot of earth observation produces better approximations using the same statistical techniques that LLMs use for producing language.

The fundamental reason I don't expect LLMs to go away is that they wildly increase software engineers productivity. It's a lot more cost effective to give an engineer an LLM than it is to give them a team subordinates.