Today's AI(ML) is "just" big statistics. And so ...
The math-and-adjacent cohort you mention would like to avoid another "AI winter".
It's possible "you should try it" is a UX use case indicator that (perhaps akin to engineers who don't understand why normies buy iPhones) those telling you this feel you're missing something essential about the experience of this tech's utility: "You may be right, but this works for me, while whatever else you're on about ... doesn't."
As for woo woo, this is the first time the big statistics are indistinguishable from magic for them, passing the Turing Test en masse.