Hardware specialization involves designing computing hardware optimized for specific tasks or applications, resulting in improved performance and efficiency compared to general-purpose hardware. This approach is increasingly important in fields like artificial intelligence and high-performance computing, where specialized processors can significantly accelerate workloads.