When you continue to heat the milk, it actually continues to thicken and deepen in color until it becomes dulce de leche, or 'cooked condensed milk.' However, this is reliant on you cooking the milk slowly over medium heat. Turning your heat up too high too quickly will burn the mixture, or otherwise tamper with it and stop it from condensing properly.