By that logic we should invoke the death penalty for everyone who has been sentenced to life in prison and has exhausted all their appeals, or any seniors convicted of a crime.

Their life probably won't improve anymore, and in the latter case they're going to die in a few years anyway, so might as well just lighten the load on society?