Life moves in mysterious ways—and perhaps especially so for organisms that undergo dramatic shifts in levels of self-organization, such as Myxococcus xanthus. A custom-built artificial intelligence system developed by Rice University researchers helped uncover how bacterial communities organize themselves, showing that the earliest moments of a biological transition carry far more information than previously considered.