The AI cycle may be observed as a progression through semiconductor leadership, system-level expansion, and global supply chain confirmation. Early signals may emerge through compute-focused equities, with participation potentially broadening into memory and infrastructure as adoption scales. Alignment across U.S., Korean, and Taiwanese markets may provide additional confirmation that AI-related demand is being transmitted across the full hardware ecosystem.