Does AI need a 'kill switch'?

DeepMind, Google's artificial intelligence (AI) division, certainly thinks there's a risk. They've teamed up with Oxford University to develop a "red button" that would interrupt an AI machine's actions. Their paper "explores a way to make sure a learning agent will not learn to prevent (or seek!) being interrupted by the environment or a human operator."