The future of AI and ML in catalysis is promising. As these technologies continue to evolve, they will become even more integral to the field. Advances in quantum computing could further enhance the capabilities of AI and ML in simulating and understanding catalytic processes at the molecular level. Additionally, the development of more sophisticated algorithms and better integration with experimental techniques will lead to faster and more efficient discovery and optimization of catalysts.