Gates' main excitement about AI is driven by the severe shortage of white-collar workers in the Gates Foundation's work on global health in subsaharan Africa and developing countries, and the lack of teachers who can engage deeply with students in their native language; AI can address these shortages at modest server costs via mobile infrastructure.