I'm a bit confused by this - sounds great in principle, but aren't keys effectively one-time use, and need to be continuously regenerated, or... something bad r

I'm a bit confused by this - sounds great in principle, but aren't keys effectively one-time use, and need to be continuously regenerated, or... something bad related to privacy happens?