From Pac-Man's Ghosts to AI Bosses: What is AI in games?

Artificial intelligence (That is not supposed to take over the world, at least for now lol) is an inevitable part of the video game industry. Without AI, most video games wouldn't even exist. It's basically the secret sauce that makes games so awesom...