Model Performance - Stability Engineering Considerations

95-11-D Model Performance Improvement—Before and After Stability Engineering "Every engineering discipline eventually discovers that performance is not free. Every increase in capability consumes some portion of the system's available stability margin. The art of engineering lies not merely in increasing performance, but in knowing how much stability can safely be traded away." The First Era of AI The first generation of AI has been characterized by a relentless pursuit of capability.