If you don't wash quinoa, it will have a bitter taste or aftertaste once you cook it and try to eat it! Quinoa has a natural bitter tasting coating that helps protect it from bacteria when it's growing. But if you don't rinse it, the coating will remain when you cook it, and your quinoa will taste more bitter.