Scientists Are Giving AI The Ability to Imagine Things It's Never Seen Before

Artificial intelligence (AI) is proving very adept at certain tasks – like inventing human faces that don't actually exist, or winning games of poker – but these networks still struggle when it comes to something humans do naturally: imagine. Once human beings know what a cat is, we can easily imagine a cat of a different color, or a cat in a different pose, or a cat in different surroundings. For AI networks, that's much harder, even though they can recognize a cat when they see it (with enough training). To try and unlock AI's capacity for imagination, researchers have come up with...