Memory chip makers Micron and Sandisk are seeing stock rallies as AI supply chain demand shifts. While Nvidia dominated previous cycles, high-bandwidth memory now drives investor interest. This trend reflects a broader pivot toward the physical infrastructure supporting LLMs. Practitioners should monitor memory pricing volatility through 2027.