The stability of AuNPs is crucial for their long-term performance in catalytic reactions. Stability affects not only the lifetime of the catalyst but also its activity and selectivity. Unstable nanoparticles tend to aggregate, leach, or change in morphology, leading to a loss in catalytic efficiency. Therefore, understanding and enhancing the stability of AuNPs are essential for their effective utilization in industrial processes.