We review recent computational advances in multivariate intersection theory and identify the practical bottlenecks of their layer-by-layer implementation. Following Ref.~\cite{Huang:2026xnq}, we use a concrete two-loop example to show explicitly how intersection-theory reduction is carried out in the branch representation. We show how starting from the inner reduction reduces the number of intersection layers that must be computed.