AI demand is broadening from compute into memory and optics
Hyperscaler spending continues to outrun forecasts, while supply-chain checks point to low DRAM inventories and stronger pricing. Optical shipment estimates also moved higher as faster links become essential to larger clusters. The debate is no longer whether AI infrastructure demand exists, but whether suppliers can add memory, lasers and testing capacity quickly enough without eroding returns.