Models are essential for understanding catalytic mechanisms and predicting outcomes, but they must be validated with experimental data. Over-reliance on unvalidated models can lead to erroneous conclusions. Validation ensures that the models accurately reflect the real-world conditions and behaviors of the catalytic systems.