With the end of Dennard scaling and the slowing of Moore’s law, improvements in general purpose computing have plateaued. In response, new paradigms are emerging at the extremes of the computing spectrum, driving new opportunities for technological and societal advancement. At the low-power end, edge AI hardware enables ubiquitous, privacy-preserving ...