We’ve started enforcing this rule on every new feature: > Does it describe what we _thought_ it would describe? BCAD, PCA, trend slopes ... doesn’t matter how clever it sounds. If it doesn’t produce interpretable structure over known events, it’s noise. Every feature now gets visualized over market regimes before it’s accepted. Just because it runs doesn’t mean it works.