Comment by mecsred

Belief is not binary and can change with new evidence. You may believe it is likely someone is innocent, but should still witness all the evidence to update your beliefs. In the rare case that there is concrete and infallible evidence that the accused IS innocent, they are typically not prosecuted, or it wraps up very quickly.