Does power always corrupt?

I remember long ago when I was starting my professional career after college. I had a chance to have some conversations with the CEO of a small group of companies who was about to retire. In one of the conversations he asked what I though it was harder for people to give up. I was surprised whe he mentioned it is not money, it is power over orhers.