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.