Why would they? The new gen just came out. They have at least another year or two before they make any changes.
I expect that they’ll release new AirPods that come with a USB-C case, and also have the case itself for sale for those with Lightning cases that want to switch when they get an iPhone 15. Like how they did when they introduced wirelesss charging for the regular AirPods a while back.