The Exploration and Exploration Trade-Off

As we acquire knowledge and skill, there is some downside to just erasing what we know and starting over. We have advantage to exploit the knowledge and skills that we already have. The calculus of this changes as we go from young to old. In learning something as simple as a hobby, you may gather a different way of looking at the world.