The history of computing shows that increased availability of cheap compute, especially on the client side, creates opportunities for improved usability. AI will continue this trend, with vastly better usability to come. Sadly, slow growth in electricity capacity will likely delay the ability of currently-rich countries to realize the full benefits of AI for as much as 20 years.