In this week’s editorial in @ScienceMagazine, @erichorvitz and I discuss how recent AI trends may threaten our ability to understand how AI systems work, and we argue that interpretability should be treated as a 1st-class citizen of AI research. https://www.science.org/doi/10.1126/science.aei3167