Many of our best scientific explanations incorporate idealizations, that is, false assumptions. Philosophers of science disagree about whether and to what extent we must as a result give up on truth as a prerequisite for explanation and thus understanding. Here I propose reframing this. Factivism or veritism about explanation is not, I think, an obvious and preferable view to be given up only under duress. Rather, it is philosophically fruitful to emphasize how departures from the truth facilitate explanation (and understanding). I begin by motivating one version of the idea that idealizations positively contribute to understanding, and then I make the case that it is philosophically important to emphasize this contribution of idealizations...