Innovation during war is expedited because while the government and public agencies are massively inefficient during peace time. In war the brightest resource are drawn/forced to align with the government, increasing its capability. Whatever redtape that used to exist are now ditched for more efficiency, while if you keep being a massively inefficient government, you risk losing the war and everything. All of these factors proceed to make innovation pace much faster on matters that are somewhat related to military.