Machine intelligence has outperformed humans in a range of tasks, from game playing to face recognition. But the embarrassing truth is that AI systems still cannot cope with multiple tasks. The next big goal for AI researchers is to develop a system that is quite good at lots of tasks rather than superhuman at one.…