One of the main challenges in catalysis forecasting is the inherent uncertainty and complexity of the field. New discoveries can rapidly change the landscape, making it difficult to predict long-term trends accurately. Additionally, the interdisciplinary nature of catalysis, which spans chemistry, physics, and engineering, requires a broad understanding of multiple domains. This can complicate the forecasting process.