How Does Geometry Enter Generated Motion?

arXiv:2610.05135v1 Announce Type: cross Abstract: Under a fixed physical law, the visible geometry of a scene determines how motion must change. We ask how video generators realize this relationship. We fix the law and the initial state and change only the geo