The local rabbits learned the same thing about our dog, he just loved to chase them away to see them run and then just strutted back proudly. He had no intention or drive to actually catch them.

The rabbits got wise of this in a week or two and just took a quick sprint and resumed eating instead of running all the way to the woods =)