Your AI risk register is not an incident response plan

Organizations often create AI risk registers (documents listing potential AI problems and their severity) but lack actual incident response plans for when AI failures occur in real workflows. The source explains that risk registers provide visibility into problems but cannot preserve evidence, notify leaders, or decide whether to shut down a system—and AI incidents are harder to recognize than traditional security breaches since they may appear as bad recommendations or data exposure rather than obvious attacks.