A collaborative effort between researchers from Mainz, Valencia, Madrid, and Zurich has revealed new insights into one of biology's greatest leaps in complexity: the emergence of the eukaryotic cell. Published in PNAS, the study reframes eukaryogenesis as a phase transition in the evolutionary algorithm of life-a transition so profound it divides the biological record into two distinct computati