Here's an example from All of Statistics by Wasserman
So when A includes 0, the intersection is just 0, but when it only approaches 0, the intersection is the empty set.
Why is this? Is there a name to describe this property, so I can read more about it? I can visualize why, but I'd like to know the formal terms to describe it.