If your carry-on bag is slightly larger than American Airlines' maximum size limit, you may be asked to check it in or pay an additional fee. However, this may vary depending on the discretion of the airline staff and how full the flight is. The airline's policy also determines the answer to this question. While some airlines may choose to overlook a large bag and not impose any additional charges, others may not be as flexible.