
The race to build AI hardware is creating a severe shortage of high bandwidth memory (HBM), which is now the most expensive component in new AI devices. This supply bottleneck presents a strong investment opportunity, as companies within the HBM manufacturing and semiconductor supply chain are positioned to benefit from surging demand and high prices. While Apple (AAPL) is a formidable long-term player in this space, it also faces delays due to this memory shortage. The early success of Meta's (META) Ray-Bans validates the AI wearable market, further fueling demand for these critical components. Therefore, investors should consider the companies powering this hardware revolution, not just the consumer-facing brands.