SCIENCE MAG

AI researchers allege thatmachine learning is alchemy


The issue is distinct from AI's reproducibility problem, in which researchers can't replicate each other's results because of inconsistent experimental and publication practices. It also differs from the "black box" or "interpretability" problem in machine learning: the difficulty of explaining how a particular AI has come to its conclusions. As Rahimi puts it, "I'm trying to draw a distinction between a machine learning system that's a black box and an entire field that's become a black box."