Objects colliding before actually touching

Can someone explain to me why the objects are colliding with each other before touching? This happens when I scale down the objects. The collider bounds appear to scale appropriately yet the objects still collide before touching.

This is probably because of a setting for contact offset in the physics setting…

It is constant, and not scaled with your scaling so the distance kept remain the same when you scale down the world.