The Norton dome is a dome-shaped surface in a gravity field on the top of which a symmetrical object is placed in perfect balance.
According to Newtonian determinism, the object will remain in balance until an external agency supplies force and the object can slide down.
On a Norton dome though, the balanced state of the object can be disturbed. There is a probability it will slide down the dome. Not because of an applied force but because the state of balance is undetermined.
It's the special shape of the dome that induces this undetermined state. Somehow the particle on top is prone to slide down without a disturbance of the forces acting on it. A particle in balance on a sphere or on top of a vertical line will remain there forever. The shape is important.
What is happening when the particle slides down? How can it slide down when all forces are equally pulling on it? When the particle is displaced an infinitesimal distance from balance, all forces cease to pull on it. Only the force in the direction of the displacement remains. But that holds too for the sphere or a pyramid. So what makes the dome special? What's got the Norton dome other domes haven't?