I wonder whether hardware is already so complex that reliability is impossible since devices can't even be fully understood. Maybe we need to give up on design

I wonder whether hardware is already so complex that reliability is impossible since devices can't even be fully understood. Maybe we need to give up on designing (deterministic) things and have them evolve instead.