The U31 represents a major shift in chip architecture, moving beyond traditional silicon-based methods to leverage advanced spintronic principles. This novel design incorporates magnetic logic gates, promising drastic improvements in energy consumption and processing speed. Unlike existing solutions, the U31's layered structure permits for flexible