Andra Krenkov is a third-year PhD student at the Stanford Vision and Learning Lab. Nora Ahmed is a strategy PhD candidate at IV Business School at Western University, Canada. Their focus is broadly on innovation and computational social science. We'll get to hear from one of the offers of the recent paper, the democratization of AI, deep learning and compute divide in artificial intelligence research.