In the case of bipolar disorder, my experience is that differences of opinion among clinicians and researchers often have little to do with data and much more to do with underlying beliefs about psychopharmacology. In this review, I will inevitably discuss data, but I also will examine differing philosophies of psychopharmacology that influence how we interpret and use those data.