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