The importance of reduced scaling techniques lies in their ability to accelerate the discovery and optimization of new catalysts. By reducing computational costs, researchers can explore a larger chemical space more efficiently. This is particularly important for industrial applications where the development of efficient catalysts can lead to significant economic and environmental benefits.