Advanced materials now dictate the ceiling for processing power and energy efficiency in AI hardware. While algorithms grab headlines, the physical layer enables the scaling of hyperscale data centers. MIT Tech Review highlights this dependency on material innovation. Engineers must solve these physical constraints to sustain the current trajectory of semiconductor performance and memory density.