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Hermit, yes, noted. Sooner or later, the polyhedron will simply minimize potential energy. The physical approach is much simpler here than the mathematical one, through the projection of the center of gravity ;) In this regard, Mort correctly pointed out that it's easier to achieve on the edge.
Actually, where I found this problem, they simply stated: "A perpetual motion machine is impossible => this is impossible." But it seemed insufficient to me. What if there's some kind of paradox...? Or maybe this system isn't actually a perpetual motion machine (a hydroelectric power station might also seem like a perpetual motion machine: the river flows endlessly, and we get free energy. But in reality, there's no perpetual motion machine there. Maybe there's some external energy source here too?). I considered potentials to be the optimal explanation.
Hermit, make a wish.