Recent breakthroughs include the development of single-atom catalysts, which offer high activity and selectivity with minimal material usage. Advances in nano-catalysis have also shown promise in enhancing reaction rates and efficiencies. Moreover, the use of renewable raw materials and green chemistry principles is gaining traction, leading to more sustainable catalytic processes.