So the question is whether I believe that artificial intelligence will change the world of business. Well, in Sam Singh's view this whole sudden wake-up that the world has had around artificial intelligence and ChatGPT and the big battle between the search engines and Microsoft and Google. And yes of course it's a dramatic shift and it will change a lot of things but we've been on to this for quite a while and Tripler know we've been aware that the power of artificial intelligence is going to blow away everything that's being done on technology for many, many years. Our algorithms actually feature artificial intelligence and the funding for the research of our AI was by the UK Government. We've been very comfortable with this game and we've been on to it for a long time. Yes, the answer is I do believe that AI and ChatGPT specifically is a major transition points in the world, but this thing has been a long time in the coming, I'm glad we've got here.
