In 2018, more and more university administrators want campuswide, quantifiable data that reveal what skills students are learning. Their desire has fed a bureaucratic behemoth known as learning outcomes assessment. This elaborate, expensive, supposedly data-driven analysis seeks to translate the subtleties of the classroom into PowerPoint slides packed with statistics — in the hope of deflecting the charge that students pay too much for degrees that mean too little.