Status Updates From Pasaporte a Magonia

Is it necessarily true that we would detect meaningful patterns, in the same sense of our own intelligence level, in the behavior of a superior race? Is it not much more likely that we would find in their actions only random data and incoherent pictures, much as a dog would if confronted with a mathematician writing on a blackboard?