AI facilitates catalyst discovery by rapidly screening vast chemical spaces to identify promising candidates. Traditional methods of catalyst discovery can be time-consuming and costly, but AI can significantly expedite this process. By predicting the performance of untested catalysts, AI allows researchers to focus on the most promising candidates, reducing the number of necessary experiments.