CPUs, GPUs, NPUs, and TPUs: The Hardware Foundation of Modern AI
December 21, 2025The explosive growth of artificial intelligence has been fueled not just by algorithmic innovation, but by a fundamental shift in how we think about computing hardware. Understanding these processors and how to optimize for them has become essential knowledge for ML engineers.