Catalysts can significantly reduce waste by improving the selectivity and efficiency of chemical reactions. By directing the reaction pathway towards the desired product with minimal by-products, catalysts can help in achieving higher yield and purity, thus reducing the amount of waste generated. Additionally, catalysts often operate under milder conditions, which can lower energy consumption and further reduce waste.