The U31 represents a major U31 shift in chip framework, moving beyond traditional silicon-based approaches to leverage advanced spintronic principles. This novel design incorporates spin logic gates, promising remarkable improvements in energy consumption and processing performance. Unlike existing solutions, the U31's modular structure permits for