It is just your choice. I'd prefer a short answer full of jargon. It gives people the opportunity to clarify what they want to ask. Do they really want to know details? Or they want a rough idea of an answer? Or they just filling silence with small talk?
Though other times, when I really want to talk about it, I'd go with some ELI5 explanation, while watching people, are they interested or not?
> Honestly, I think not appreciating simple explanations indicates both low mathematical/logical and social/emotional intelligence.
It can be. But mostly it is not. People are sending signals by choosing one form of the answer or another, you just need to decode their signals. And it will be better, if you don't jump to conclusions about their persistent psychological traits, based on the first impression.