In the realm of AI hardware, the development of specialized AI chips has been a game changer. Unlike traditional CPUs, these chips are designed to handle the specific processing demands of AI applications, such as neural networks. Companies like NVIDIA, Google, and Intel have made significant strides with their AI chips, such as NVIDIA’s GPUs and Google’s Tensor Processing Units (TPUs), which have accelerated AI research and deployment across industries.