The Role of GPUs in AI Revolution

Graphics processing units (GPUs) are central to the evolution and functionality of artificial intelligence. Historically designed for enhancing graphical performance, they were repurposed for computational tasks starting in the early 2000s, leading to breakthroughs in high-performance computing. This shift became significant when researchers at the University of North Carolina discovered that GPUs could effectively model complex algorithms such as weather patterns, far exceeding the capabilities of traditional CPUs. The advent of a programming platform, CUDA, allowed for the broader application of this technology, ultimately establishing NVIDIA as a pivotal player in the AI landscape.