Preventing Levels and Internal Origins appearing in new 3D Views

How many times have you seen a Revit 3D view obliterated by Scope Boxes?
Well, now we have Levels visible in 3D (2019) and Internal Origins in 3D (2020.2), which can also be visible by default.

There is a simple solution to prevent this happening:

Default 3D View