Cream together softened butter, shortening, brown sugar, and white sugar for 1-2 minutes on medium-high speed or until light and fluffy. Add the eggs and vanilla and mix until combined. In a separate bowl, combine the baking powder, baking soda, salt, flour, and cocoa powder. Add to the butter/sugar mixture and mix until combined. Mix in the chocolate chips.