Mix oil and cocoa. Add eggs, sugar, vanilla and Karo. Add flour, baking powder, salt and nuts, if desired.
Put in a greased 9x13 pan lined with waz paper and bake for 30 minutes in 350 F oven. Allow to cool a bit before removing from pan (don't wait till totally cool, they'll stick to the pan badly).