To keep trying but get absolutely nowhere. The idea behind this expression dates back to the time when it was first observed that persons who are lost tend to wander in circles and hence cannot ever reach their desired destination. Plato used the term figuratively (Charmides) for an argument that leads nowhere: “You drag me round and round in a circle.” See also run around in circles.