AI memory: pricing discipline through the supply ramp · Campaigns

Campaign

AI memory: pricing discipline through the supply ramp

active · AI · Memory

Horizon 6–18 months; evaluate the common spending counter-case through March 2027. Last research review Latest evidence Priority high

Evidence

Supports, challenges and context. A linked source is not confirmation by itself.

  1. contextassociation only

    Investigation — xAI (SpaceX AI segment) S-1/A crosswalk read — first application of the AI-lab S-1 thesis crosswalk playbook

  2. contextassociation only

    Dell upstream-suppliers map — memory then microprocessors then hard drives, supply-constrained not demand — tweet

  3. contextassociation only

    $AEHR — Deep Dive (Aehr Test Systems, wafer-level burn-in)

    Evidence as of 2026-05-18

  4. contextassociation only

    CPU Shortage Thesis — First-Principles Derivation

    Evidence as of 2026-05-26

  5. contextassociation only

    ATEYY — Deep Dive (Advantest, Layer-3 HBM test equipment)

    Evidence as of 2026-05-23

  6. contextassociation only

    KLIC — Deep Dive (Kulicke & Soffa, Layer-4 advanced packaging)

    Evidence as of 2026-05-23

  7. contextassociation only

    Situational Awareness: The Decade Ahead — Leopold Aschenbrenner (June 2024)