What is AI hardware? How GPUs and TPUs give artificial intelligence algorithms a boost

Were you unable to attend Transform 2022? Check out all of the summit sessions in our on-demand library now! Most computers and algorithms -- including, at this point, many artificial intelligence (AI) applications -- run on general-purpose circuits called central processing units or CPUs. Though, when some calculations are done often, computer scientists and electrical engineers design special circuits that can perform the same work faster or with more accuracy. Now that AI algorithms are becoming so common and essential, specialized circuits or chips are becoming more and more common and essential.