Must a system of justice account for the fact that a certain percentage of convicted will be innocent?

The more I look at the death penalty, the more I favor the idea of life with out parole. The death penalty does not provide a deterrent to crime any more than jail time does. As you point out, innocent people get sent to prison. The cost of all of the built in appeals and other processes surrounding the death penalty actual can make the costs exceed life time imprisonment.