*Instructor (Andrew Ng)*:So it turns out that yes, so it turns out this was done with a this is with a [fake|fixed] value of alpha, and one of the properties of gradient descent is that as you approach the local minimum, it actually takes smaller and smaller steps so they'll converge. 