Episode 30 — Create Escalation Triggers: When AI Risk Must Go to Leadership (Domain 2)
Knowing when to escalate a technical AI issue to senior leadership is a vital skill that ensures high-stakes risks receive appropriate attention, a focus of Domain 2. This episode details the creation of escalation triggers based on pre-defined thresholds of impact, such as a breach of sensitive data, a significant drop in model accuracy for critical systems, or a legal challenge related to algorithmic bias. For the AAIR certification, candidates should understand the communication channels and reporting structures that allow for rapid escalation without bypassing the necessary management layers. We discuss the importance of having "break-glass" protocols for immediate shutdown of an AI system if it poses an imminent threat to safety or organizational stability. Best practices include training technical teams on the escalation criteria so they can recognize when a problem has moved beyond their level of authority. By establishing clear and objective triggers, organizations ensure that leadership is never blindsided by an AI crisis and that they have the information needed to make informed, timely decisions during a risk event. Produced by BareMetalCyber.com, where you’ll find more cyber audio courses, books, and information to strengthen your educational path. Also, if you want to stay up to date with the latest news, visit DailyCyber.News for a newsletter you can use, and a daily podcast you can commute with.
