A two-stage ransomware attack discovered in July 2026 exploited software widely used to develop and operate AI systems, enabling attackers to destroy a trained model. The incident highlights a growing security gap from a new class of AI-adjacent enterprise software proliferating faster than organizations and security teams can adapt their defenses. This article highlights key takeaways from this incident, labeled Jadepuffer, and an earlier attack in 2026 on a popular AI gateway. It also offers several practical steps for strengthening security across AI development and deployment, with governance insights from experts at Black Duck, Fisher Phillips, JFrog, Snyk, ZwillGen and Sysdig, whose researchers first described Jadepuffer. See “How the Whole-of-State Movement Is Protecting the Community Organizations the Private Sector Depends On” (Jul. 15, 2026).