The main risk is not whether AI needs more memory; it is whether Micron can preserve scarcity economics long enough for its
capex wave to earn high returns. A faster supply response, weaker contract leverage,
HBM4E slip, or tougher China-related policy could compress both margins and valuation before 2031.