In 2016, Google introduced the Tensor Processing Unit (TPU), a custom-designed chip specifically built to accelerate machine learning workloads. This innovation marked a significant shift in the AI industry, as companies began developing specialized hardware to optimize AI applications, leading to advancements in speed and efficiency.