Since no one has said it, here goes...
I have a Snap-On Screw Removal Kit that consists of several sizes of easy outs and a corresponding drill bit. The drill bits are left handed. About 90% of the time the drilling operation will bite on the screw before the head comes off, and the screw just backs out.