The U31 represents a significant shift in chip architecture, moving beyond traditional silicon-based methods to leverage advanced spintronic principles. This unique design incorporates spin logic gates, promising remarkable improvements in energy consumption and processing velocity. Unlike existing solutions, the U31's layered structure enables for