AI Chip Arms Race: Nvidia’s Dominance, Broadcom’s Bold Move, and the Future of Silicon Supremacy
Key Facts 1. Overview – What Are AI Chips and Why Do They Matter? Artificial intelligence chips (“AI chips”) are specialized microprocessors designed specifically for AI workloads. Unlike general-purpose CPUs, AI chips (such as GPUs, TPUs, FPGAs, and AI-specific ASICs) are architected to perform the massively parallel, math-intensive operations that machine learning models require cset.georgetown.edu cset.georgetown.edu. This means they can crunch matrices, tensors, and neural network calculations far more efficiently than traditional processors. AI chips have become the critical enablers of modern AI breakthroughs. The latest deep learning models – from image recognizers to large language models like ChatGPT – demand staggering computational power. For example, training a