SHAP
technique
SHAP shows how much each piece of input pushed a prediction one way or the other. It let us cut from around a hundred features down to the few dozen that actually carried weight, with no loss in quality.
For engineers: Shapley-value feature attribution; used with feature importance to prune the feature set.