AI hardware refers to specialized physical components and systems designed to execute the computational demands of artificial intelligence algorithms, including processors, AI accelerators, and optimized memory units. These components facilitate efficient processing of large datasets and complex AI tasks, enabling faster and more scalable AI operations[1][2][3].