The U31 represents a substantial shift in chip design, moving beyond traditional silicon-based approaches to leverage advanced spintronic principles. This unique design incorporates quantum logic gates, promising drastic improvements in energy consumption and processing performance. Unlike existing solutions, the U31's layered structure permits for