There have been no rumors that new AirPods are on the horizon, and it is early for Apple to update the earbuds as they were just refreshed in 2021.
It is not clear if there are indeed new AirPods on the way or if this is some kind of iterative update that will see Apple transitioning to USB-C charging instead of Lightning for the charging case as expected.