From Protoscience to Epistemic Monoculture: How Benchmarking Set the Stage for the Deep Learning Revolution

Bernard J. Koch, David Peterson

Over the past decade, AI research has focused heavily on building ever-larger deep learning models. This approach has simultaneously unlocked incredible achievements in science and…