Citi forecasts severe memory shortages extending through 2031 driven by AI infrastructure demand. HBM bit demand is projected to surge 62% in 2027 and 69% in 2028, while DRAM and NAND supply will fall short of demand by 8.7-9.7% and 5.5-6.1% respectively, creating sustained pricing pressure across memory markets.