For many working in artificial intelligence, the ultimate goal is a general AI: software that could reason its way through any problem, like a human but on a superhuman scale. Humans are only now realizing how to make an AI proficient at simple tasks, like identifying objects in photos , which means an actual general AI is still a pipe dream.