FlightAware engineers address common misconceptions in aviation data, highlighting false assumptions about flights, airports, airlines, navigation, and transponders that can lead to inaccuracies in data handling. These misunderstandings have impacted their systems and customers, emphasizing the complexity of real-world aviation data management.