- propagate NullType when summing different gradient contributions - identify which outer outputs of the scan node implementing the grad should be Null - replace them, and the corresponding inner variables, with zeros of the appropriate size, so the scan node can be compiled and run. - introduce a difference in undefined gradient because going through a shared variable with updates, and because a NullType was returned by the internal graph.