HBM satisfies 2.5 of 3 cycle-escape conditions; SK Hynix — the dominant HBM supplier — re-rates with AI memory for at least 5 years
DRAM escapes its commodity cycle as agentic AI drives server DRAM demand to 96 EB by 2030 vs today's 47 EB total supply; Micron is the US pure-play
CPU TAM forecasts keep doubling as agentic AI shifts compute ratios; AMD is directly named as a CPU demand beneficiary reporting actual demand spikes
NAND SSD enters its own super-cycle as KV cache offloading, AI video, and agentic sandboxes drive structural demand; downcycle pushed past 2030