Combine flour, baking powder, salt, and sugar. Mix in the milk. Spread into a greased casserole/baking dish with at least a 6 cup capacity. (This will boil up and over if the dish is too small.)
Stir together boiling water, sugar, butter, vanilla, and cocoa. Pour sauce over batter.
Bake at 350°F for 30-35 minutes.