An interesting way to spice up any board game is to openly use loaded dice, but without any player knowing which numbers it favors. This adds a layer of strategy to whatever game you're playing, although it loses its appeal when people start taking out their calculators.

Probably equally fun to tell people you’re doing that, and use completely fair dice.