Baking powder is a mixture of three things: baking soda, an acid, and a filler—usually cornstarch. The acid takes the place of the buttermilk or lemon juice in a recipe (see the previous question) to release CO₂ from NaHCO₃. The starch is in the mix to keep the two components from reacting before it gets into your cookies and to keep everything dry.