more things with many caveats but of course this one single headline is more exciting than actually quoting really what he said in detail but a very famous radiologist said something more sensible probably is just a question where the AI will really replace radiologist probably the answer's no but actually a radiologist who do AI will replace a radiologist who don't and I think that's very it's very good a comment now the other thing is you probably all you're familiar with conferences such as nips and you've seen it and many many more