AI vulnerability discovery is no longer speculative. AI ranks #1 on HackerOne's leaderboard. DARPA's AIxCC uncovered 54 vulnerabilities in hours. APT28 reportedly folds LLMs into malware, closing the exploitation gap. This session will examine evidence of this shift and provide concrete strategies to prepare for the coming flood of vulnerabilities.