TSA policy allows you to bring empty shell casings with the primer removed or discharged. So bullets that have been disabled and cannot be fired are fine.
Unless that bullet could keep your drink cold in which case they’re going to confiscate it. Since they have plenty of abandoned drinks at the checkpoint they want their drinks to be cold.