There will be more and more mathematical proofs provided by LLMs as they improve. If you assume every one is just a marketing tactic, you'll drive yourself insane.

you can believe a small, irrelevant lie and still go on happy. a very big lie sucks in more and more of your reality until you have to disbelieve your own eyes and ears.