City University of London professor Paolo Aversa and his colleagues documented every innovation on more than 300 Formula 1 race cars over 30 years and then cross-referenced that data with information on F1 race results. They discovered that in certain situations, more innovation led to poorer performance. Their conclusion: sometimes, less innovation is better.