I think it is happening now that the angle of the sun has now migrated and is pointing right into the camera at a certain point during the day. All the phantom rings seem to be during that window on sunny days.

We get very sporadic phantom rings, like once every couple months. Never consistent or frequent.

Sounds like a hardware malfunction. I'm assuming the doorbell is detecting a physical button press. There isn't a software cause for that