There’s no question that artificial intelligence will transform warfare, along with pretty much everything else. But will the change be apocalyptic or evolutionary? For the sake of humanity, let’s hope it’s the latter.

Technological innovation has always changed warcraft. It’s been that way since the arrival of chariots, stirrups, gunpowder, nukes and nowadays drones, as Ukrainians and Russians are demonstrating every day.

My favorite example (because it’s so simple) is the Battle of Koeniggraetz in the 19th century in which the Prussians defeated the Austrians, thus ensuring that Germany would be united from Berlin rather than Vienna. The Prussians won largely because they had breech-loading guns, which they could rapidly reload while lying on the ground, whereas the Austrians had muzzle-loading rifles, which they reloaded more slowly while standing up.