In recent years, motivated reasoning has received significant attention across numerous areas of philosophy, including political philosophy, social philosophy, epistemology, moral psychology, philosophy of science, even metaphysics. At the heart of much of this interest is the idea that motivated reasoning (e.g., rationalization, wishful thinking, and self-deception) is problematic, that it runs afoul of epistemic normativity, or is otherwise irrational. Is motivated reasoning epistemically problematic? Is it always? When it is, what is the nature of the violation? Philosophical projects on motivated reasoning require informed positions on these questions, demanding explicit engagement with fundamental issues about epistemic normativity and the ethics of belief. But attention to this has been limited, thwarting progress on a variety of critical questions. In this paper, I distinguish some of the key issues at play and discuss their interactions. At the end, I offer three methodological recommendations for future research on motivated reasoning.