world and also on your info is in all the input w story. now on to the if you want to be the best and professional football, you're going to have to need the best players, the best training and the best strategy. and now to stay at the top of the game, it's becoming increasingly important to also have the best i got. so how is artificial intelligence changing? football? could you imagine supporting a football team made off of robots? these robots are already able to play against each other on the football field. the goal of the rather comfortable benign is, is that by 2050, that robots will be able to the fate. hope all is well champions. to be honest though, it's hard to imagine traditional football fans being that excited about a verbal football team. but technology is becoming more and more important in sport

with a fans like it or not. digital clocks documenting yellow and red cards. lines paypal, kate, the rest in the loop, fly radio and with the help of video, assistant referees of the the game is assessed from full angles. pitch side monitors provide video evidence. it's undeniable. professional football is more technical than ever. you all can raise is responsible for a free innovation at the german football association, known as the day of pay doesn't take me commodities. so technology makes sorta fair . it makes decisions, verifiable, more transparent. decisions can be assessed as right or wrong. the vast majority of decisions can be categorized in this way, but fans on always as enthusiastic, it can take a long time, so jobs has to be evaluated. and i'm assuming this is all pass investigate. you

have to be careful that the technology doesn't take over now and you have to differentiate between times when using it make sense. and when it might endanger the nature of the game on the fantasy, i think you know, to, at the end of the day, but still the referee, who must decide whether the outputs provided by match their perception on the picture appear in the to we even have also my, the volume awesome that's and that's where i applications come in. the world football association fee for has already gradually used a new semi automatic off site detector in tournaments, cameras mounted under the stadium roof and census in the bowls and thought out to an hour assistance. this then calculates the relative position of players and the bowl 500 times. the 2nd defend generates the 3 day models and notifies the referee when a player is offside. someone that goes it, the whole boat topside. it's not the state of that. if it is out of the seas that i, if it is the, are responsible for the decision on the field of play. they uh, is

a controversial topic in football. but it's not going anywhere. so football fans might as well in price that and that's where artificial intelligence can actually help as the tech gets better referees will be able to make it better decisions. of course, that means training the systems properly and football authorities do need to ensure it's safe. got it against manipulation by humans. the that i'm piece of using the up 3. 03 from out here up in river we use, we have deliberately manipulated matches. so of course, when introducing new technologies, we must ensure that they run a securely as a possible, for example, that they can not behind or manipulate it totally outside. they haven't, criminal was money, forget to have them come in order for i models to work. they need a lot of data. luckily football already has bucket loads in modern game analysis their to data types. this event thought i'd like to pass this how often. and then there's positional data. profess a minute from the german sport university. cologne explains. we have

a we see positional data in both football and to handle the video in the corresponding visualized position data, individual players behavior can be extrapolated from positional data. tactical structures of the team can also be recognized. and hate map show who was with during the game. the daughter is gathered, but track is in chest straps worn by. the players for save is around the pitch and show that the data is transmitted securely. the set to then analyze in real time on line. another way of collecting positional data is to evaluate images using so called computer vision. the one difficulty is that not all players are always visible in the image at all, i could be the solution here to the document hub fiscal us. i hope people find the more data you have, the higher the probably ability that you will find patterns. those patterns can be

used to establish your correlation, which can help predict future outcomes. at the end of the day, football is complex. many parameters play a role, but the more parameters i include in my analysis, the closer i am to reality in this includes us, this in new york on that and the importance of data is increasing as is the demand from that journalist. they often considered just as important as traditional assistant coaches, but to be able to use the data extensively, analysts need training. i think you'll have the skills most match. analysts don't have the programming skills needed for working with data in a targeted and quick fashion vita so all by the sofa comprehensive data collection exist. mostly in top, you're a pain lakes, but in the future, a team's success will depend not only on having the best players and coaches, but also the best program is and it's called cost and the ad in the best thing. now it's all about who builds the best day i,

who as to best parameters and who can use outputs from games or training. they must draw the right conclusions, communicate essentials to the players, and ultimately improve training programs advocate. when he thinks been towards the 19th and it's about analyzing data as quickly as possible with i o, i has become a crucial in professional football. and it's even able to predict the probability of injuries england international high retain, has invested in, in the system, which is real time data to maximize training programs. this can prevent injuries and optimize performance or artificial intelligence can also detect exhaustion which could help coaches during matches. they'd be able to take place off the field before they even have a chance of getting injured. this is just one area where coaches could make use of iowa and the tech is already helping them to find weaknesses in the off position. typically match analysis takes place on the screen, like here at the german sport university cologne daughter is collected and analyzed,

such as police opponents behavior corner kicks, for example, precise, but time can see your 1000. i need to speak to analyzing a game with video data would take us about 8 hours, depending on how many parameters we include. put if we have position data and analyze it with our software, the same task takes need seconds. so we can evaluate a lot more games in a shorter time. this last clear advantage for those teams already working with those who can evaluate more games were more readily recognized. hutton's in opponents tactics and based on that training plans can be tailored for each new opponent. part is less than 10. your limit says the effectiveness of a new tactical approach can be tested to see and his team have access to data from the john and put this like kind of what is

what these annoying talk to can. you can test new group tactics or new skills beforehand. we can test those things here at the sports university and say the next day whether it made a difference or not. i thought the sliced risk. until today, such a game starts would become apparent only over the course of the season, or even after a few to fates. but now price stays. an analysis allows for more targeted training tactics that the idea is unsuccessful. are avoided that daniel limit, football success con on may be planned on a computer. putting some spots on the other side of the field on the football differs from many other sports and that there was a large element of chance. we're talking 42 percent of all goals scored in unplanned actions that can be trained to him and defense why the game will always remain a bit mystical. maybe that's why it's so exciting effect also functions of football

will always have that unpredictable element which makes it so loved by millions across the world. but algorithms could still help with many important questions. like how can players improve the game even further? or is it worth buying a certain player? that's what german analysis platform play a is attempting to achieve with their system. top and bottom talent as they spa the on demand document, hudson. the data gives talent visibility, and the more data we have, the more visible global talent will be for us. personally, i believe that a i will completely change football and democratize football. mia? i mean it's was on to your client or mission. so the more accessible data becomes, the easier it will be for smaller clubs who don't have 2050 head scouting teams to find claims for their ranks. this could be the fia, the didn't, i couldn't find city. i think a bunch of the i o i platform play uh,

analyzes data to find the next generation of full size, making recommendations to clubs on who to look out for play, use as data from football associations, but also collects its own missing all of human lines noted sheets to then feed, also note whether someone scores a window or 4 knew whether someone passes forward or backward 6 got whether it happens under pressure, whether it triggers something since whether it influences the rest of the game. this involves 400 data points, which we have converted into 12 mega matrices, 12 data points that are most important for a particular position. and i just guess we might eventually see them today play a composite and compares data from close to a 1000000 football games. what small 300000 players are documented in the system such as buying unix, jamal, and we'll see on amazon, put in seattle on copeland kind of. yeah, it's fine. extreme to know plans via i can see what his potential is on the end as

a club. i can plan for that. yeah, i see. 2024 is he's here and after that to lose a little momentum here, but not significantly in 2025, 2026. you'll continue to play at the top of this game. i pass this in the role of the met him. i'll mention it to make his claim the i o, i can calculate players future performance with an a impressive 90 percent accuracy to further improve the full costs of frequently monitored and results scrutinized. could this main goodbye for its human kind of puts me in these, that fire stick in my some bisson of the august dusty machine and buttons of those are the question implies a kind of fear. a few of that machines will take over football and everything else too. i don't believe that will happen. it will never happen in my bye, even to my thoughts that off i'm of the mention on with progress. it always depends

on whether we can approach innovation fearlessly bravely it's n wisely to make better decisions. not on, i thought best of it and try it on some embracing tech. it can only be beneficial for football. unfortunately, they systems still unavailable for everyone. some of them such as play a, a currently only focusing on the men's game. and it's clear that to use a line football the moment you need cash. so we'll artificial intelligence actually make the game better, or will it just make the beach club strong bell? let us know what you think and see you next to the book, the environment. trends. technology come is digitalization style tops,

new market, new media. the world is accelerating. seize the opportunity to try new things. take slides with data, we use business magazine, made in germany. on d, w. the disruption is the goal. chaos is the goal. it's a wrecking crew. radically. they want to bring the system rights come. so the donald trump will be the next president of the united states. rather nice in some ways to the dish is the american society division works for him. he wants to increase polarization from rise to power. these were the foot

soldiers of mug usa ultra writes dogs, january 18, dw, the a day goes bars kiosks and corner stores. people in germany visit them almost every day, often on their way to or from work. and then there's like a little family here, so i'll give you the feeling good inside. you don't have company like this at home . it's here. places for social interaction are more important than ever. more and more people in germany are feeling isolated and lonely. society seems to be splintering facility, growing to the small shops, bill, community. what challenges do they face the

in berlin? the convenience store has become something of an institution. germany's capital is filled with over a 1000 that the small shots, off and on every corner. they offer the basics of daily life and often, much more to check on the lute has run his convenience store for 4 years. he's well known and well liked in the neighborhood. dropping off the lights. we also do a bit of social work for the people in the neighborhood and keats berlin's convenience store concept originated in the former east germany. the idea was to give workers on the night shift a chance to pick up a few necessities on the way home. to injure keeps his store open until 2 am on weekdays, and 3 am on weekends. supermarkets in germany, austin, close at 8 or 10 pm and are closed on sundays time. the

shopkeepers always get the short end of the stick. they sometimes work 1415 or 16 hours a day. many convenient stores offer more than just drink snacks and cigarettes. their owners have to stay flexible to get by. so they keep finding new ways to make money. that as more post office is closed in germany and mail order shopping, gross offering, postal services can bring in some extra income. because if you'd, i'd like, did you get about $30.00 to $40.00 euro cents per package is for depending on its size, weight, and where it's going from about 30 to 40 percent of postal customers also pick up something else. so it pays off. but davosto business by itself wouldn't pay off the posts visit. how's it going? hey, this is the best man, the best man here. oh, well, we may call him uncle on the streets of this year to find you always made friends

here in lots with them. that's what i love so much about this place. tests of us time. it has a home, a lot of you know, all the employees and they know you say you end up talking. okay, just put them on auto motions. could you please let me know if you want a late night snack? you just pop in here who? beverage sales, especially beer, are crucial to the convenience store. survival where we got the new merchandise to . our shop is known for having over 250 brands of beer vehicle. a chill beer after work was what these stores offered in east germany to. in the summer, they almost turned into pubs or bundled. so if you're on your way to a party, you might grab another one for the road. i don't know if i'm new or people gather outside and sometimes 3040 or even 50 people even in winter when it's freezing. people come in for a bottle of beer, not always because they're thirsty. send that so it's uh, it's

a social occasion. i believe. you mean people sometimes really nice people when i just wanted to tweak things before the far too much, they're doing now. things like that to let you know the speaking there, everyone in the neighborhood depends on to and you a couple of in his team that mike wiley, nick and sometimes i kind of, i want to go home, but i can no, because people want to chat here hear them, they come here, we have problems in maybe with their partner, the kids or the neighbors, the phone, and they just need to talk it out to kids. what about why or do you come to the school? so that happens all the time. well does could as of, that's what i think it's the same at other convenience stores. thank you by the non speed is getting all the the kiosk, also known as a refreshment stander. snack bar is the counterpart to the convenience store in

many western german cities. many people have childhood memories of them. their numbers are dropping by thousands of kiosks are still open in the region. one source for raji divided his darkman kiosk into sections is the german side. the other side is the persian side, almost from by on weekends. one side does better do usually because of the soccer game thing and food, sometimes on the family from the home country shows. i mean the, the other side does better eat these items. when sort for raji is from iran. he's had his shop for 10 years. 3 years ago he added a persian delicacy section and made his kiosk a hub for cultural exchange. give it me this was it was i enjoyed selling things from our culture called many people don't know much about us and then many people mix up our country's thinking that iran is a rocky dock of many 100. 20. don't know about our country all. we can do is i want to show our country and culture to as many people as i can to,

to buy that will take time. it won't happen overnight. i, the sig, 2 or 3 years aren't enough. i points off more need besides the past me. so excuse me, i've got customers, he works and just over 20 square meters of space and stores proud of his selection of over $360.00 items and his customers like them to of the place. yeah, this gets since he has everything i can get take on fridays. i can get groceries every single home. i just i come here a lot because the atmosphere is very friendly. it's nice. there's always something new. always something to try out once a year, months or travels to around to checking the merchandise and suppliers. he knows he'll never get rich from his business. no matter how much work he puts in new want to have you. i only take mondays off because i work 12 hours a day. we're open every day from 10 am to 10 pm,

all i only take short vacation. yeah, i can't close for more than a week or 4 or 5 nights because people wouldn't accept that at least these days. most kiosks are run by immigrants like months or he lives right next door. sometimes his daughter comes by after school. he feels close to many people in the neighborhood shepherd feel i deal with lots of people up kids under 10 by chewing gum gummy bears and other things i'm that was asking cuz then there are the 70 to 80 year old from a many cultures to know i bought some foreigners, i recognized as neighbors, isn't a doctor's engineers and so on. educated people and school children, the college students. that's what i like most. and i'm just having contact with so many people and i enjoy coming to work every day for michigan. so all right, so see ologist paul, eyes of age knows why kiosks, corner shops and snack bars are so important. the confirm to in their basic function is simple. the convenient shopping nearby. this was especially true for

key or someone in the past before the internet or television. you want to with these with places that trade in information about email for newspapers of course. but also the gossip exchanged between the sellers and customers and views. and he's often amazed at how flexible kiosk owners can be. they have to constantly adapt their offerings to meet change in times, needs and taste of the i'm invited to is this, the business is always under pressure from delivery service, online shopping and supermarkets for longer hours. pipe in the home, as it is, is the ultimate someone's heat. this doesn't look like a bluish of i'll, so the conditions for the business or terminal to the end of the month. and that presents a real challenge from the moment i also, the homeless regions kiosks have even been declared and intangible world heritage like the kiosk and the convenience store. germany's pub for another hubs for daily social interaction. people usually come here after work,

but between 20122022. the number of pups in germany dropped by about 30 percent upon the evening investment in the past. the crowded pub on friday night was the rule. now it's more an exception. when that happens, just once a month, every single have been open for half an hour and the pub is packed. i don't think it will slow down. don't say enjoy a word to spread and people are coming from other villages. that's great, that's true. just as we imagined that customer with a population of about 3000 isn't through india in eastern germany york foster, which was born here and he wants to see a lively community. he's also president of the soccer club. we haven't seen them. we used to have 8 puds. now we have none of them and it's the same. and the surrounding towns almost all over. the disappearance of pubs, especially in rural areas, is a big problem. installation covered a shortage of workers. there are many causes. as far as last pub closed in 2022.

it's missed by many looking for a solution. local people came up with a new idea. now the former in some golden in lives and comes back to life once a month. 15 people teamed up to launch the best my puppies. mean initially, they do all the work themselves on a voluntary basis. outcomes time on theaters, my divide up the jobs differently each time, depending on who's available. serving customer, supporting beers help washing up or helping in the kitchen. and there's all the prep on thursday in the clean up on saturday. so we're back here early in the morning at 9 o'clock. which might have held 20 to pop the evening since 2023. some gardening lives and opens for business every last friday of the month of august, the address it was important for it to be an event that happens once a month or something that would work for everyone. something everyone could look

forward to the 2 things more life and togetherness to the town. since we don't have a real problem anymore, it's nice to have one every 4 weeks. it's really nice. it's a feeling of togetherness, and it's fun for us because they don't have company like this at home. it's here. and what did they talk about? not politics that would go in the wrong direction. it doesn't belong here. ultimately we come here to forget our d. o, teens. that's for chess, unless we don't argue here, that's the important part of differences of opinion. but in the end, everyone comes together with everyone working. it's all in tears in the town, providing the space. the drinks costs very little. that helps bring people together . the price isn't regular

pubs are relatively high beer costs 4 to 5 year olds. these the partly because of payroll costs. so id, um, you know, that's a nice question. did you get your thoughts were selling drinks for 2 years and people really appreciate that. you're not the best mark pub evening. it's a huge success. now 2 neighboring towns are adopting the volunteer run pub concept . actually, i just do it for the front of it because it's our town. and because i live here, this is not a bird. we enjoy. and that's what makes it so nice. the

i loved it. i love the smell of a texture. there's only one thing i love about it,

and that's which made can we do without factory farm? things in avoid climate disaster will them meet? so the future be grown in a lab. the taste of future food, fake stake. in 15 minutes, d w, you covered the tab that is issue to use your to deal with a source such a specific area. then it's giving us credit. there is internal goals. people tend, along with the stipulation, you're going to be wasting any more water for energy. thanks to these new digital and sustainable technologies. the co africa in 19 minutes on d w, the

this shadows these costs and video shed light on the dog is devastating. colonial har is infected by germany across and he employed discourses tactic farms and destroyed lights. what is the legacy of this wide spread races, depression? today, the screen we need to talk about here, the stories, shadows of german colonialism. the you, how many platforms can you help me to single attain usually without having the feeling that is just too much? you might see me, how much can we do simultaneously? multitasking diesel, modern. because if we do too much, we paid it all wrong. we messed things up,

risking brain damage. so let's stop this self have touch humans and multitasking watch. now on youtube, v. w documentary the this is dw news live from berlin, former us president jimmy carter has died at the age of 100. after a rocky single term presidency in the 1970s, with some major foreign policy successes devoted his life to humanitarian work and was awarded the nobel peace prize for his efforts. plus south korea observes a week of national morning following the worst ever plane crash on its soil. investigators was searching for the cause of the disaster, the left $179.00 passengers and crew that the

.