In short, an LLM helps in creating enough shit disguised as work to keep the people spouting nonsensical requirements busy enough to not dwell on the important parts of the system.

LLMs are phenomenal busywork generators. And as a natural consequence, if you want to stay productive, you should be suspicious of anybody that uses one.