Data Science, Instrumental Variables, A B Testing, Causal Inference.
is a feature, and not a bug: we instinctively seek the causal interpretation because it is ultimately what we need to make correct decisions. Without causal stories behind them, correlations are not particularly helpful for decision-makers. But ultimately, all we can read off of data are