I would not talk about the technical aspects of the fediverse at all. Most people genuinely don’t care and they’ll immediately ignore everything else you say if you start talking about what federation is.

Instead, the best introduction is to talk about what they will directly experience if they use the fediverse. I would say something like, it’s basically reddit/twitter, but with no ads and not run by a corpo.