This peanut butter chocolate cake is a simple and delicious dessert that can be made in no time. The cake is made with a basic chocolate cake mix and a creamy peanut butter frosting. To make the frosting, simply mix together peanut butter, butter, powdered sugar, and milk until smooth and creamy. Once the cake has cooled, spread the frosting over the top and enjoy!