NYU professor Andrew Gordon Wilson critiques deep learning's focus on toy models, urging researchers to analyze real systems

@andrewgwils Reductionism and analyzing complex objects has always been a chicken and egg problem: as long as we haven't found the right abstractions for reduction, we're failing to get generalization. But science without reduction has the danger of being a collection of anecdotes