workers and surprisingly more negative about the impact of machine learning than managers. and international differences also showed up. the most optimistic, brazil, india and the middle east. and the least optimistic, the united states, the netherlands and japan. my states, the netherlands and japan. my first guest is certainly optimistic about the possibilities of the technology. in fact, she is one of the founders of the organisation ai for good. a real pleasure having you on the programme. we have looked at how different countries are approaching ai. i am wondering, are using different regions embracing the tech and others that are not? we different regions embracing the tech and others that are not? and others that are not? we are seeinu and others that are not? we are seeing pretty and others that are not? we are seeing pretty much and others that are not? we are seeing pretty much a and others that are not? we are seeing pretty much a race - and others that are not? we ar