AI empires now join a nearby space battle when it is fought against a human player. They first judge whether it pays off: how fast they can get there, how much they add, and sometimes they probe with a single ship before sending the rest. Until now AI fleets parked around your planets watched their neighbour's attack without moving.
Expect the other AI empires to weigh in when you fight one of them.