Whalen et al. couple deep learning with functional assays in chimpanzee and human
cells to interrogate the neurodevelopmental enhancer potential of 2,645 human accelerated
regions (HARs). Activity is dominated by cis rather than trans effects, and compensatory
changes are identified as a driver of rapid HAR evolution.