Artificial intelligence is not only changing what software can do; it is reshaping the physical machines that run it. As AI models have grown from relatively small statistical systems into large-scale deep learning networks and increasingly capable generative AI, hardware has evolved to keep up. The result is a modern computing landscape where specialized accelerators, high-bandwidth memory, faster interconnects, and edge AI chips are becoming central to performance, efficiency, and product desi [...]