fold increase in training performance which means we are able to decrease training time from days to days only that means. We can train computers much more much more scope and give them a better understanding of what's happening in the world they're already very concrete use cases where we see this changes in action just a few months back a computer alpha go bet the Korean go world championship leaves it all in four out of five games where even industry insiders were surprised how quickly this happened. We're also seeing the rise of intelligent assistants where you can ask your iPhone or your specifically Siri on your iPhone not just simple questions anymore but also more sophisticated questions to show you photos from your last vacation in Yuda in August Google has also announced a new intelligent assistant. Where you can ask what a jungle book is any good and it will give you the answer without having you to search for the information by yourself the ultimate goal or one of the ultimate goals of artificial intelligence is the self-