 As the use of artificial intelligence systems becomes more widespread in the devices we use daily, challenges of scale are being revealed. A lot of energy is needed to run these networks, and as we build more, even more energy will be needed. We'll explore one new approach, which may allow neural networks to process information more efficiently, in the U.S. National Science Foundation's Discovery Files.