The future of new catalysts lies in the continued integration of multidisciplinary approaches. Advances in materials science, artificial intelligence, and green chemistry will play a pivotal role in developing more efficient, selective, and sustainable catalysts. Additionally, the exploration of renewable feedstocks and the design of catalysts for circular economy processes will be essential for addressing global challenges such as climate change and resource depletion.