One of the main challenges is the precise control over the placement and environment of active sites. Achieving uniformity and stability of single atoms on supports is difficult. Additionally, understanding the dynamic nature of catalysts under reaction conditions remains a complex task. Advances in in-situ characterization techniques are essential for addressing these challenges.