I think to a large extent this is correct but, being the devils advocate, perhaps if the GIS tool were better then your friend wouldn’t have had quite as big a gain in free time?

Answering my own question somewhat, I think that LLMs are becoming a kind UI layer over many applications/tools for many users. Which is interesting. And in some ways they show signs of fulfilling the promise of AI.