I’ve heard it explained that every ‘great’ civilization has a ‘great’ energy source, and that slavery was Rome’s energy source. Much of especially the late Roman empires expansion and conquest can be seen through a lens of needing to capture more slaves. Not a historian, but I’ve heard that argument at least.