baker stretch this line with the rules set by. cuts. being recipes for success strategy that make a difference. baking bread on d.w. . could official intelligence soon be doing my job and what about designers doctors and bus drivers will they i assume do their work major advances are currently being made in ai technology and experts say it will radically transform the way we work could we all lose our jobs or is that just paranoia talking that's i want topic on shift today. the mckinsey global institute predicts that up to three hundred seventy five

million people may lose their jobs to computers and robots hello i'm an ai t.v. presenter i say whatever i'm programmed to say i'll be taking over from here paul. looks like i can pretty much already do my job this rubble present was developed by china's she who a news agency and is modeled on a real t.v. host the advantage is this fellow never makes mistakes and never gets tired which saves money. take a bunch of different jobs today seventy one percent of all work to us is still performed by humans with machines doing the other twenty nine percent but a study by the world economic forum estimates that by twenty twenty five the majority of tasks could be performed by machines and some jobs have already been automated so. if a. new language with

a virtual instructor. a robot. these are just a few examples of areas where. replacing human. artificial intelligence has made huge leaps forward and is ideal for doing repetitive jumps. at the university hospital doctors analyze patient data. and helps to identify. the technology itself it uses millions of other example images to assess whether it is malignant or not it helps reduce the number of operations that aren't strictly necessary doctors seem to welcome the technology. artificial intelligence isn't replacing on the contrary. soon we'll be using these systems much more than we ever have the past.

affectively be serving us and helping us bring together millions of individual data points. software to help screen job applicants the program analyzes candidates facial expressions and changes in their voices using algorithms. this gives employers additional information on which they can base their decisions. in the course of about a twenty or thirty minute interview we can collect one hundred thousand. data points about your vote voice the vocabulary use your intonation and your facial expressions and correlate all of that to success in a job. they ideas siding if i'm a suitable candidates for a job spooky stuff. but what exactly is artificial intelligence. can tell us he is a researcher at the german research center for intelligence advisors german

parliament on the subject and is an expert on all things. he says there is not one single form of artificial intelligence instead the term refers to all instances where software performs intelligent tasks that used to be performed by humans. like human intelligence there isn't a general artificial intelligence which going to solve various challenges instead what we have various different ai systems. and there's a complete go. texts when a forth can control an insulin pump trained with different data sets and uses a different technology. there are two kinds of artificial intelligence referred to as strong and weak strong ai is basically capable of doing anything a human can this is the worry some people and let the imaginations of hollywood directors fly we're currently nowhere near developing strong ai ai on the other

hand learns one particular skill like the ability to recognize images major progress has been made recently. ok so there are different types of ai strong ai which can perform any tasks humans can but we haven't developed technology this advanced yet. which simulates human cognitive function like judging someone's mood by analyzing their voice one way of teaching ai systems is machine learning. is usually a type of machine learning software meaning it can teach itself using datasets or experience. how to recognize the number it does this by breaking the image down into individual. pixels each pixel has distinct characteristics the neural network analyzes these and compares them with other and readjust itself until it reliably recognizes the great progress has been made in machine technology

system recently managed to be the world's best player in the complex chinese. that system used to machine. learning with neural network. neural networks are mathematical computer structures that mimic the human brain. the mathematical nodes. arranged in various layers which are interconnected. networks are specially suited for recognizing patterns and large datasets helping to form repetitive tasks these systems learn through experience and adapt accordingly. so not so easy to understand how a neural networks work to put it simply if a network wants to analyze something it breaks it down into its parts for example for a neural network to understand the difference between apple pie and cheesecake it

will first look at the recipes and study the ingredients or parts of both and find out what differentiates the two. this is known as pattern recognition and has nothing to do with creativity but speaking of creativity the fresh drama shows thinks it could make the emergence of if you are going to change our lives. for all of us on the planet but also for we have to admit that in the next in the next ten years algorithms. will be able to create new music original novels original movie. about. the painter roman lives he is also keen on ai. he uses software that analyzes and reinterprets his works. the machine learning system deconstruct his works and then rearrange is that. he

uses the ai main images as inspiration and sometimes incorporates them into his new pieces. the movie and marketing industry is experimenting with ai as well this car ad for example is based on a script generated by i.b.m.'s watson computer system the program was fed award winning ads for cars and luxury products along with that on the japanese carmaker and the project that was the input what came out is an emotional clip in which the car narrowly escapes destruction. of the director of the ad was still a human namely the award winning filmmaker kevin macdonald i think we all like to flatter ourselves as human beings that we have a unique way of understanding the world that could ever replicate and i think it's going to be very interesting things that make us laugh make. this actually being

created by computer. designing it's got to be a highly creative task the software company autodesk which creates programs for architects and designers is currently to. program called generative. understanding of what works. for plane which are very sturdy but very light simply be pretty. impressive stuff but with thousands of design ideas genuine creativity and how do we even define creativity that's a tricky question just like trying to figure out whether. our working lives. just make our jobs disappear. just are divided on the issue. dystopian

take on like this companies will invest in ai systems these systems will grow increasingly powerful gradually they will take over. fewer and fewer companies will survive and unemployment will skyrocket the welfare state as we know it will cease to exist. the more optimistic vision sounds like this will do all the burdensome boring and onerous jobs for us we'll have more time for creative . work. look at the respect they deserve we'll have loads of free time to enjoy. if machines can start doing let's say repetitive or dangerous or unpleasant jobs then we as a society should start thinking about where people are needed precisely because they are people in kindergartens in the health sector and hospitals in n.g.o.s or to help refugees integrate into society i think the digital age is giving as a fresh start so to speak it's allowing us to really decide how to organize and

distribute work in society. could be a gift for us. and i will definitely transform the workplace nodes to varying degrees in particular it will take over jobs that are physically demanding and repetitive as well as some creative jobs but do we really want that a recent poll shows that many germans are skeptical about ai in the workplace seventy six percent say it's unclear who is liable when screws up sixty eight percent fewer jobs could be scrapped and sixty six percent of respondents said the human eyes work. but those questioned also see some advantages forty eight percent believe ai will allow humans to focus on more important costs thirty four percent think ai could help cut working hours and twenty three percent say it will reduce

human arrows and eye is a very powerful tool but it's not going to solve all of our problems just like it's not going to take down the world the important thing is to figure out the match between where the technology needs and what the technology is capable off we as a society need to decide where we want to see a i applied before businesses make that decision for us some jobs will disappear but new ones will emerge because we'll need people to program and controlled ai systems what do you make of the i. tell us on facebook or on g.w. dot com next time goodbye.

it's a long running dispute spain's government wants to rebury francisco franco's remain the former dictator's most mammals to be i suppose much known. for some it's an honor. for others it's an overdue step in the right direction. a country divided then as now spain the stars of the past next on d.w. . kick off like. this when soccer is

sidelines. and climates fans and the police take center stage. out of people from both sides of the divide. and seem german football from very different perspectives. with him how to be done because others with the highest i know if i had known that the boat would be that small i never would have gone on a trip to cuba i would not have put myself and my paris in that dangerous part of the dream of the going to get a flavor with. that one it wouldn't be the one i had serious problems on

a personal level and i was unable to live there for that much i'm going to. want to know their story in full migrants terrified and reliable information for margaret's. the value is a memorial that houses the tomb of spanish dictator francisco franco the site has become a shrine for nationalists and right wing is. bad. it's not what it's a fascist monument a medal.