$MU - Memory chip makers experiencing massive demand surge from AI with constrained supply through 2027, creating a multi-year super cycle with expanding margins.
$NVDA - NVIDIA's AI servers driving 3x memory content growth compared to regular servers, with demand accelerating faster than supply can catch up.
$INFRA - AI infrastructure buildout creating massive capital expenditure boom with clean room constraints and wafer capacity limitations driving multi-year investment cycle.
Bearish:
$NTDOY - Nintendo facing severe memory chip shortages and price hikes that will impact production volumes and margins through 2026.
$AAPL - Apple warning of margin pressure from memory chip shortage with meaningful impact expected in second half of 2026.
$RETAIL - Consumer electronics facing demand destruction from memory shortages with PC makers cutting outlooks and smartphone volumes declining significantly.