Cow magnets were once believed to improve fuel efficiency in vehicles, particularly during the 1970s oil embargo. However, the effectiveness of such methods is questionable, as fuel mileage is influenced by various factors like engine design and aerodynamics. Mechanical engineering education emphasizes the importance of evidence-based research and critical evaluation of solutions. It is essential for engineers to focus on innovative, scientifically validated approaches to enhance vehicle performance. Continued learning and application of engineering principles are vital for making a positive impact in the field.