Most packaging suggests you rinse quinoa before cooking to remove impurities and saponins, which "can" make the quinoa taste bitter and soapy. However, that being said, I don't do this most of the time. I do not find quinoa to taste bitter at all, regardless of if I rinse it or not. Absolutely nothing happens if you don't rinse your quinoa, it just changes the taste ever so slightly.