$MU $DRAM CPU demand is going up and this is extremely bullish for Micron, Samsung & SK Hynix.
$INTC CEO confirmed CPU to GPU ratio shifting from 1:8 toward 1:1. That is 800% more and it has HUGE implications for memory demand.
These are NOT NVIDIA CPUs. These are standalone Xeon racks running agent orchestration, RAG pipelines, tool calling, and multi-agent coordination alongside GPU clusters.
Traditional servers ran 128 to 256GB of DRAM. AI-optimized servers now ship with 512GB to 1TB or more per node. Every one is a new high-margin server DRAM demand event. Higher margin than HBM. Every server also needs significantly more SSD as model sizes and context windows grow.
The demand multiplier is not 8x. It is closer to 16x or more when you stack both numbers together.
Meanwhile GPU nodes simultaneously need more HBM and SOCAMM as context windows expand.
Two demand vectors. One direction. Neither slowing down.
Valuation Multiples Expansion & Structural Shift Incoming.