Graphics Processing Units (GPUs) are specialized electronic circuits originally created for rendering complex graphics and images. They feature highly parallel architectures, enabling them to perform thousands of calculations simultaneously. This capability makes GPUs ideal for AI tasks such as training deep learning models, accelerating computations, and processing large datasets efficiently, thereby significantly enhancing performance compared to traditional CPUs.