UX for Probabilistic Systems

UX for probabilistic systems tackles the fundamental challenge that AI outputs are inherently uncertain — they're best guesses, not guaranteed answers. Traditional UX assumes deterministic behaviour (click button, get result). Probabilistic UX must communicate uncertainty, present ranges instead of points, allow for multiple possible outcomes, and help users make decisions under uncertainty. This is a paradigm shift that most designers and product teams are still grappling with.