Red Lines and Early Warnings: Operational Risk Management for Deployed Models
Operational risk in deployed models comes from the distance between test conditions and the real world. Red lines define what a system must never do, while early warning signals catch degradation before it reaches them, making risk management continuous rather than reactive after an incident.