Reserve ¼ cup cooking water, then drain. Transfer potatoes to a large mixing bowl.
In a large saucepan or Dutch oven combine sliced potatoes and salt. Cover with water by 1 inch. Bring to a boil over high heat, then reduce heat to medium-low and cook until potatoes are easily pierced by a paring knife and pulled out with little resistance, about 5 to 6 minutes.