Artificial Intelligence (AI) has rapidly emerged as a transformative technology, revolutionizing industries and driving innovation across various domains. At the heart of AI lies specialized hardware designed to accelerate the complex computations required for machine learning, deep learning, and other AI tasks. In this opinion piece, we will explore the significance of AI hardware and its pivotal role in enabling intelligent computing solutions. Powering AI Innovation and Performance AI hardware, including graphics processing units (GPUs), tensor processing units (TPUs), and field-programmable gate arrays (FPGAs), plays a crucial role in powering AI innovation and performance. These specialized processors are optimized for parallel processing and...