The memory chip industry runs in deep boom-bust cycles driven by supply and demand imbalances. The current thesis: surging HBM demand for AI training is pulling wafer capacity away from DRAM and NAND, tightening supply and setting up a price upcycle. This screener tracks a curated universe of memory makers, HBM packagers, and semi-equipment names to identify which stocks are earliest in their revenue and margin recovery.