Advanced materials now dictate the limits of processing power and energy efficiency. While focus remains on algorithms, MIT researchers emphasize that semiconductor fabrication relies on these physical breakthroughs. New substrates enable denser memory and faster heat dissipation. This shift forces hardware engineers to prioritize materials science to sustain scaling laws.