Artificial Intelligence (AI) is revolutionizing many fields, including catalysis. AI algorithms can analyze vast amounts of data much faster and more accurately than humans, enabling the discovery of new catalysts and the optimization of existing ones. Machine learning (ML), a subset of AI, is particularly useful for predicting the properties of catalysts and their performance under different conditions.