This article explores the evolution of AI innovation, highlighting how robust deep learning infrastructure serves as a foundation for progress and how advanced reinforcement learning techniques have moved beyond simple reward systems. It examines key innovations including value functions, policy optimization, and the democratization of AI development through open-source tools.
