Jack Gallant, Chancellor’s Professor of Psychology at the University of California, Berkeley, explores what the ultimate brain-machine interface (BMI) looks like while drawing on history as inspiration. Discussing the quality and accuracy of measurements versus computer power lays the basis of Gallant’s perspective on coding and decoding the data.