Sometimes information that makes a prediction more accurate can make that prediction feel less fair. In this post, I explore some possible causal principles that could be beneath this kind of intuition, but argue that these principles are inconsistent with out intuitions in other cases. I then argue that our intuitions may reflect a desire to move towards more “predictive equality” in order to mitigate some of the negative social effects that come from making predictions based on properti...