Pour the milk into a heavy saucepan. Using the back of a paring knife, scrape the seeds from the vanilla bean and add them to the milk. Discard the pods or save them for another use. Bring the milk to scalding. Remove from the heat and let steep for 30 minutes.
Place the saucepan back on the stove and reheat the milk to simmering.