As far as I'm concerned, "intelligence" in the context of AI basically just means the ability to do things that we consider to be difficult. It's both very hand-wavy and a constantly moving goalpost. So a hypothetical pacman ghost is intelligent before we've figured out how to do it. After it's been figured out and implemented, it ceases to be intelligent but we continue to call it intelligent for historical reasons.