I think that might be the best normal path, but I think there's a (relatively small) population of offenders who we can know have no real prospect of rehabilitation.

Perhaps the more important distinction: if we're going to let people out of prison eventually, we should make sure that prison is a place that is set up in the best way to make that eventual return to society successful. Right now, it feels like we do the opposite.