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