Understanding complex intermediates is crucial for several reasons. First, they provide insight into the reaction mechanism, which is essential for optimizing catalytic processes. Second, knowledge of intermediates helps in designing better catalysts by identifying and stabilizing favorable intermediates while destabilizing unfavorable ones. Finally, understanding intermediates can lead to the development of new catalytic pathways that are more efficient and selective.