Not a dumb question at all.
Wonderful brownies can be made without baking powder. My recipe has none. Just make sure that you follow the preparation instructions closely, since there might be a leavening method built in to the procedures such as creaming the sugar/butter.
I actually go to great lengths to get air out of my brownies. I like them dense. Soft, yes, but dense also.