Despite their advantages, MTJs face challenges such as thermal stability and variability in manufacturing processes. The precise control of the thickness and quality of the insulating barrier is critical. Additionally, achieving high TMR values and ensuring consistent performance across large arrays of MTJs remain key areas of research.