Tech giants are buying Nvidia chips for AI, enabling autonomous cars and creating art and music. Nvidia's early lead in AI tech, driven by CEO Jensen Huang, stems from recognizing GPUs' potential for AI tasks over two decades ago. Analysts predict Nvidia's revenue will soar, marking a golden age for AI engineering.