Samsung is developing quantum computing and AI simulations to optimize the lithography stage of semiconductor fabrication. These algorithms target the first and most critical step of chipmaking to cut etching costs and time. By refining these simulations, Samsung aims to close the manufacturing gap with TSMC. This is an incremental efficiency play.