Watching that interview, I got the impression that Geoff is a very curious person, driven by his sense of wonder. At the same time I couldn't help but feel that he comes across as very naive or perhaps innocent in his thinking. While he wouldn't personally use his creations for morally gray or evil things, I think it's clear we're already in living in a world where ML and AI are in the hands of people with less than pure intentions.