if that updated posterior is very different from a previous posterior it means that you got interesting information it allows you to learn something about how the world works so that should give you an exploration bonus because you did something interesting to learn about the world but when throwing the dice addition guys rolled many many times and then rolls again and you couldn't predict it because that's just awareness you cannot predict but your model for the dice will already say it's uniform you know over