Beyond Prevention: What Cybernetics Teaches Us About AI-Era Controls
For decades we've measured control maturity by one yardstick: more automation, more prevention. But a perfectly optimized control can stay "effective" right up until it fails catastrophically. A 70-year-old theory, cybernetics, points to what comes next in the age of AI.