At a recent seminar dinner the conversation drifted to causal inference, and I mentioned my dream of one day producing a Lady Gaga parody music video called “Bad Control”.1 A lively discussion of bad controls ensued, during which I offered one of my favorite examples: a good instrument is a bad control.