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The article discusses the rapid growth of Artificial Intelligence (AI) and the need for specialized hardware to keep up with the increasing complexity of AI training algorithms. It also predicts the continued growth of AI in both cloud and edge applications over the next ten years. The article highlights the importance of designing hardware specifically for AI tasks, similar to the early days of computing when CPUs were paired with mathematical coprocessors.