Mistakes in molecular modeling are invaluable data points. By reviewing where a structure failed or a simulation diverged, we uncover the underlying chemical principles that a perfect first attempt would have hidden.

Try this: Maintain a 'Digital Error Log' during your dry labs. Document every failed simulation or incorrect geometry, and explicitly write down the chemical rule that explains why the mistake occurred.