The latest JD Power Initial Quality Study presents a surprisingly positive outlook on short term mechanical vehicle quality, but software remains a distinct vulnerability. While overall problems per hundred vehicles dropped, infotainment issues increased across major automakers. This continued slide in software performance is a troubling indicator as executives push toward fully software defined vehicles. We explore the statistical noise in these findings and what this means