Artificial Intelligence (AI) is revolutionizing catalysis by enabling the prediction and design of new catalysts through machine learning algorithms. AI can analyze large datasets to identify patterns and relationships that may not be apparent to human researchers, thus accelerating the discovery and development of novel catalytic materials.