Semiconductor manufacturing equipment remains the critical bottleneck for AI scaling. Tokyo Electron leverages this dependency as cloud providers race to build more powerful chips. The company focuses on the physical infrastructure required for next-generation silicon. This creates a steady long-term revenue stream for hardware suppliers regardless of which software model wins.