Shares in Samsung Electronics quadrupled over the past year, pushing its market valuation past $1 trillion. This surge follows an explosion in demand for high-bandwidth memory chips essential for AI workloads. The company now joins TSMC in an elite valuation bracket, signaling a massive capital shift toward AI hardware infrastructure.