Improving forecasting accuracy in catalysis requires a multi-faceted approach. Enhanced collaboration between academia, industry, and government can facilitate the sharing of knowledge and resources. Investing in advanced computational tools and big data analytics can also provide more accurate and timely insights. Furthermore, fostering a culture of continuous learning and adaptability can help stakeholders stay ahead of emerging trends.