In a medium saucepan, heat the sweetened condensed milk and the peanut butter over medium heat until it begins to bubble, approximately 6 minutes, while stirring constantly. Remove from heat after 2 minutes of bubbling.
Stir in the white chocolate and vanilla extract, ensuring to combine well. Pour into the prepared baking pan and refrigerate for 2 hours. Remove from pan, portion and serve.