In this talk I will explain a rigidity result which intertwines the Poncelet polygons and the deep diagonal pentagram maps. So far I only know how to prove it for centrally symmetric octagons. In this case the proof involves the geometry and topology of a singular Lagrangian surface foliation on R^4