In this episode I break down what NVIDIA is, why its GPUs (hint: these are the “chips” you hear so much about) became the backbone of the modern AI boom, and how CUDA locked in its dominance. The conversation moves from gaming history to trillion-dollar valuations and data centers stacked with H100s, offering a clear picture of why nearly every major AI system runs on NVIDIA hardware.