Ok. My own empirical evidence is in favour of these things being useful, and useful enough to sell their output (partly), but I'll keep in mind that I'm being lied to.
(And yes, this leap is the lie you're being sold. "LLMs are kinda useful" is not what led to the LLM trillion dollar hype bubble.)