The future of AI in catalysis looks promising. Advances in quantum computing and improved algorithms will further enhance the capabilities of AI and ML in this field. Researchers are also working on developing more interpretable models, which will make it easier to understand and trust AI predictions. As data availability and computational power continue to grow, AI-driven catalysis research is expected to lead to more sustainable and efficient chemical processes, benefiting both industry and the environment.