The field of narrow AI has undergone a sea change in the past year. While Watson has evolved from winning at Jeopardy! to diagnosing cancer, narrow or focused AI has also been applied to numerous other industries, including infosec. Furthered by DARPA, the era of machines that can hack (and patch) software is here. What impacts will this have on an industry already facing constant change?