How should we evaluate AI systems that recommend medical tests like MRIs or biopsies for better diagnosis? In our JMLR paper, we propose a framework to answer counterfactuals like: “Would we have diagnosed better—or avoided unnecessary tests—if we’d followed the AI?” 👇 www.jmlr.org/papers/v26/2...