In recent years, tech giants like NVIDIA, Google, and Intel have been racing to develop specialized AI chips, known as TPUs (Tensor Processing Units) and GPUs (Graphics Processing Units), designed to handle the massive computational demands of AI applications. These chips are optimized for the parallel processing tasks required by machine learning algorithms.