JPMorgan forecasts HBM semiconductor shortages persisting through 2028, with demand growing from 1.2B to 10.8B GB-equivalent annually while CoWoS packaging remains the binding constraint. AI infrastructure spending is heavily concentrated among top companies, with GPU compute representing 80% of AI application costs and driving pricing power for suppliers like Micron and SK Hynix.