For the past 9 months I have been presenting versions of this talk to AI researchers, investors, politicians and policy makers. I felt it was time to share these ideas with a wider audience. Thanks to the Ditchley conference on Machine Learning in 2017 for giving me a fantastic platform to get early feedback on my ideas. Thanks also to Nathan Benaich, Jack Clark, Matt Clifford, Jeff Ding, Paul Gra