AI Boom Broadens Hardware Winners

Investor and industrial signals show the AI/data‑center buildout is spreading value beyond GPUs to CPUs, DRAM, and optical infrastructure. Rapid memory shortages (Micron's supply shortfall and massive share gains), AMD’s raised server CPU growth forecast, and government‑backed Intel investment together illustrate a multi‑component supply story rather than a single‑vendor GPU narrative. — If the AI market requires a wider hardware stack, policy (subsidies, export controls), supply‑chain resilience, and competition dynamics will shape national industrial strategy, prices, and who benefits economically.