The Role of Computing Power in Advancing AI

This chapter explores the crucial impact of computing power on the progress of artificial intelligence, showcasing its role in reducing human input and driving advancements in machine learning capabilities. It discusses the exponential growth in compute application from 2012 to 2018, highlighting breakthroughs in AI research driven by increased computing power, like the transition to graphics processing units for improved calculations. The chapter also touches on the implications of compute in shaping AI capabilities, with a focus on national security and the need for policymakers to prioritize data, algorithms, and compute in AI strategy.