you say this is a contact sport and one of the big games today is the darby dortmund against you know going to get those players to suddenly calm down they're all going to be fired up and ready to get stuck into one another so how actually plays out the pitch is going to be fascinating and a lot of these other leagues will be watching germany this weekend they want to get their league started to how things work out we very interesting mccambridge with digital us where there was fantastic thank you so much thank you. this is t w news i'm michael local for all of this year d w thanks for watching more news at the top of the hour. to see that. when the risers cities will sink into the sea. the entire stretches of land

will be abandoned. when the water. gets. to be stopped it's happening faster than anticipated. massive bricklayers are supposed to prevent flooding but they only delay the inevitable. how will we live in the future. 66 major busy sea levels starts joins us on w. . shift special how researchers in germany are driving the future of mobility. south driving cars are full of artificial intelligence and the technology keeps improving reporter oxen voc not visited researchers at the sci research center and lead and a ton of us car taken for a spin through the streets of cars. this car is

a model for a few jackie i'm open to talk camera and i want to officially intelligence guidance system help it stay in the correct lane and recognize road to market has been in the cockpit and staring will attach them to even me to help but this isn't a game it's fundamental research and development of a self driving ai cost at the cost of research center if i'm from. in technology as we did i can see this model is ideal because we can test the ai in a closed and secure environment. that way so we can spot problems early on without the effort of having to use an actual vehicle in samisen a quick attempt to grab the wheel with any i is the better driver. i haven't had the drinks i swear hey i can even recognize the drivers condition today dashboard camera systems can already detect whether the driver is sleepy and

in need of a break it's a i system. or my heart rate i would exactly does that work for us to see these green areas highlighted there on your face. because these areas are sections of our skin or a i can determine our pulse by registering the slightest changes in skin color and . we humans can't detect any difference. but a camera can detect and visualize your post for us. recognizing process what's of biometric data like whether you'll stop. feeling relaxed or about to fall asleep this recognition. so much cars nowadays are already using simpler systems that can analyze your blinking rate and recognise when a driver is getting tired in which case it will recommend the driver takes a break. and some govt venue for exactly and in the future we might have

autonomous cars that only take over in certain times like a traffic jam. once the traffic jam is over the car needs to be sure the driver is ready to take back the steering wheel like future cars might even be smart enough to drive according to your mood. his face to face can count myself driving at the end said i research center in call it's real and. it's being used to explain all automated parking. reporter axel wagner uses his smock them to summon its future cars could independently look for a parking space and even be called to the exit via smartphone when it stopped at the exact spot agreed upon the system works but to be safe to scientists stay on board her little case they need to know to be true source ready to go with of course to him ok i would do one of them. the car does all the drive it runs yes ok . they're off for

a ride around the testing compound wall where the least artificial to say here this . is have fun in self driving vehicles artificial intelligence is used almost everywhere it's mainly used to detect the vehicle surroundings on the or in other words the vehicle has to be able to tell which objects are around it and how these objects interact with one another. and how the vehicle should react to these objects occur take a traffic light for example become must be able to identify at this particular traffic light is built to send signals on its current status to the car additionally and onboard computer uses ai to transmit g.p.s. data to the spiritual map and that determine the route. but how well does it spot other people on the road. and. so you're going to start exactly is part of the cyclist shortly and then continues

cautiously waiting for the road to clear before it accelerates again. but what about a careless pedestrian who steps onto the road without paying attention to traffic. will he be spotted to you. in the least safe thanks to control sentences the road signs. which transmit the pedestrians exact locations of the car. in the future smart cars with wide reaching technicolor networks in traffic to ensure everyone same same. good since birth one equipped with cameras and all kinds of senses it's one of the phones cars in germany to be allowed to drive autonomous me outside of the testing compound this is where theory is killed you can be serious and if you get off yes exactly this is the main computer along with quite a lot of other electronics it's as complicated as it looks so that means artificial

intelligences were here in this good exactly and the sensors are built in here at the back. starting off at the research center but who will take the team for a run each through the streets of. traffic lights. and stop signs. and above all on coming traffic not just a glimpse of what's to come in the city center. but destination is the testing ground for autonomy driving. this is where bertha's behavior is monitored and recorded simple tamia slate she receives valuable information through cameras and sensors along the roads. this network helps bertha maneuver through traffic independently. mostly for the focus because you don't quite trust bertha right. yes exactly. goddess of the states these are just tests engineered to stay focused

. it's much less relaxing than driving yourself look at what that will change once everything works more reliably so you know millions of signals are transmitted to the onboard computer every 2nd it uses ai to analyze any information that might be relevant for participating in city traffic when we're driving up brain takes over this job with a hey i guess. still room for improvement for a brief moment but there is every well. so you have to take over hearts what exactly i had to intervene at this point on the road the car always has localization difficulties as there are many distinctive markings around mark peoples and so the computer struggles to locate where it's at and that's why i took over for a bit and after the course i cry for yeah. that's right so when you think i could buy a car like bertha a car that can independently see the city provided i think ford of course does

aside and it's hard to say because there are so many different situations to consider before some experts say it will take another 10 to 15 years but i wouldn't count on that there are still too many unforeseeable situations in which a human would be able to respond but a car wouldn't if so it's still too difficult to estimate how long it'll take. so for now at least bertha remains one of a kind. you'd argue about our new language. not me i systems in autonomy as cars use what's known as optical flow to detect others in traffic scientists at the max planck institute in tipping in show how easily these systems can be hacked. these 3 scientists on scrolling around and then testing the optical fly with an artificial intelligence the idea behind it ai translates movements like hands movements into comments like lisa change according

to the movements direction. cars moving to the right then and then your optical show it's going to look like yellow in the color map and the foster moves the brighter colors so so if it's moving right at a really high speed then you see it like a bright yellow thing and then if it's going slowly then it's more towards the light so you have like a color wheel representation which sort of like shows. corresponding civil lawsuit is that stuff like happened in the video and objects move. whenever i know recommend john moves to the left the computer displays they see as the color yellow . but there is much more to take. the confused to also calculate sounds anticipates the movement of other objects in the vicinity. when the car continued driving straight away that stone is a commission imminent daily i can calculate this in a fraction of

a 2nd. to the computer every image is a fresh image it's like it seeing the world every is 30 times a 2nd brand new an optical flow is what connects things across time and allows a computer to have a consistent representation of the world much more like we do. the scientists want to try to disrupt ai working with the optical flow methods. to do this they've calculated colorful patterns. they might not mean much to the human eye but they certainly mean a lot to ai this one here shows ai off the most. that the motions don't need to surpass. it when the pattern is covered up the system works fine. but once the pattern is visible the system gets confused and can no longer compute

the optic flow. to artificial intelligence this is a jumble of contradictory information. we were surprised by the extent of the problem. we weren't surprised the ai could be disrupted like this. there was already pretty existing research on the issue patch but seeing how such a small patch can are such far reaching consequences. if they come a full passenger patch takes up just one percent of the area the ai system reads it's going to step up to 50 percent of its field to finish and. there are a few people earning websites which can work in ram or which can work and. like foggy climate and stuff but 1st 3 times higher and sort of noise start from this like this with twists can be a lot worse for these you know. this patent was calculated that means hakas to

understand artificial intelligence which create similar patterns if they do they could completely disrupt autonomous driving systems there may be a bit of a war going on between people trying to attack and people trying to produce robust systems this is exactly what we see also with any kind of security software you know hackers find a loophole in some operating system they inform the manufacturer of the new distances are made and then you know it's an evolving system the researchers want to use what they've learned on how to hack into autonomous driving ai systems to warn manufacturers off the danger is if they can make autonomous vehicles more resistant does not just tax that show that want to make smart cars will be safer drivers but.

they want to raise. you know what is never far away. water and will people of all talk made of it that's going to be the coming being from our tour of the city today and it's all. we have a lot on my list and no tour would be complete without a trip to oak spokes famous marionette theater chick in the. next on g.w. . we know this is a scary time for the coronavirus is changing the world changing our lives so please take care of yourself keep good distance wash your hands if you can stay

at how we are d. w. me for here for you we are working tirelessly to keep you informed on all of our platforms we're all in this together and together making sure you. stay safe everyone stacey stacey stay safe priest stay safe.

auk's book is one of the oldest cities in germany with a favorable look ation on the reverse lake and.