Then the perfectly qualified PMs start from square one again.
IMHO it's an essential skill for a PM to familiarize him/herself with a new domain in short time. It also offers cross-pollination / the chance to do things different. Imagine Steve Jobs coming from a pure IT background instead of liberal arts / calligraphy -> Apple wouldn't have been so different any more.