the. 6 the one on the 1st part was really good. i didn't expect such a good stuff. i'm impressed by the team and didn't expect them to stop so well. and that is your news updates. i'm clear. richardson, thank you so much for watching the they've brought together by chance, and they roots in the early ninety's and independence, free woman. and the mother of 10. and the patriarchy, the sooner they can, they not assess team to tell. it's been of saving the lives of hardy a and had to say, is it a city lines that have been shaped by debris, tennessee of rule and religious constrains

what he's telling me to waste of my katia and her daughter's stuff. june 22nd on d w. if you want to be the best in professional football, you're going to have to meet 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 up of the robots? these robots are already able to play against each other on the football field. the goal of the rather come organize is that by 2050. that robots will be able to defeat 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, the documenting yellow and red cards, lines people, kate, the rest in the loop, fly radio and with the help of video system, the 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 gym and football association, known as the day of pay. the investment takes me commodities of technology, makes sorta fer 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 to john to,

to be evaluated. ministers of past investigate even having to be careful that the technology doesn't take over and all you have to differentiate between times when using it makes sense. and when it might endanger the nature of the game, one to the end of the i think, you know, to, at the end of the day that still the referee must decide whether the outputs provided by match their perception on the picture appear in the to we even have also my volume often plots, and that's where i applications come in. the world football association face that has already gradually used a new semi automatic offside detector in tournaments, cameras mounted under the stadium roof and census in the bowls and thought out to an hour systems. 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 to steal. that if it is. ready so you start i,

if it is the or as possible for the decision on, if you play v, i 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 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. physics i'm see piece of even. yep. 3 of these from out here in river we use, we have deliberately manipulated matches. so of course, when introducing new technologies, we must ensure that they run a secure with is it possible for example, that they cannot be have or manipulated from the outside? heck, they have them printed from the hours of money to get 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, there to data talks does event on like who passes how often. and then there's

positional data. profess a minute from the german sport university. cologne explains really what you see positional data in both football and handball. the video in the corresponding visualized, positional 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 ensure to 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 old players always visible in the image at all, i could be the solution here to the document hub fiscal us. i hope people find a more data you have,

the higher the probability that you will find patterns. those patterns can be used to establish a 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 we have a 19, this includes us up to this one new. yep. and it's on that and the importance of data is increasing as is the demand for that journalist. they often considered just as important as traditional assistant coaches, but to be able to use the data extensively, analysts need training that need to have them skills most match. analysts don't have the programming skills needed for working with data in a targeted into quick fashion vita so all by the sofa comprehensive data collection exist. mostly in top, you are paying 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 when it's called it's called and the ad in uh,

the best thing. now it's all about who built the best day i, who asked the 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. i took him when he takes me towards in the 19th and analyzing data as quickly as possible with i. i has become crucial in professional football and it's even able to predict the probability of injuries england international high retain has invested in an i r system, which uses 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 a lot and the tech is already helping them to find weaknesses in the off position.

typically match analysis takes place on the screen. look here at the german sport university. cologne data is collected and analyzed, such as police opponents behavior corner kicks, for example, precise, but time consuming your 1000, i need to be analyzing a game with video data would take us about 8 hours, depending on how many parameters we include. if we have position data and analyze it with our software, the same task, it takes deep seconds. so we can evaluate a lot more games in a shorter time. that's a 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. ok, can you a minute says the effectiveness of a new tactical approach can be tested to see and as

a team have access to data from the general dislike, kind of what is, what does not include some talk because 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 missing. until today, such a game starts would become apparent only over the course of the season, or even after a few to states. but now price stays in the 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 for some spots on the other side of the from field and on football differs from many other sports in that there was a large element of chance. we're talking 42 percent of all goals scored in unplanned actions that can be trained on. and that's why the game will always

remain a bit mystical. maybe that's why it's so exciting on the fact. also, functions on football will always have that on predictable 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 that much 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, suppose i'm gonna have to show klein 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 rank. so this is kind of speed up the,

the didn't i can find city. i think a bunch of the, i all 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, no cheese to then we also note whether someone scores a window or a for know 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 just keep us in mind eventually. today play a can pause and compare 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 and 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 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 runs us as i can . and 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 tried on suppressed embracing tech. it can only be beneficial for football, unfortunately based system still on available 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 go let us know what you think and see you next week. the 77 percent. it doesn't really spread problem among young people in

african consequence. and how do you break the to me almost 11 years? most of it. but i'm so glad to know i couldn't be there for my son. the 77 percent . next on d w. it's time for vision raised for sustainability. but also for horsepower the, it's time to the mobile revolution in 60 minutes on d. w. get ready for an exciting, auburn toyota look surprised. hi,

irish. and i'm ready to dive into the hands of gentlemen to you. have you have a one to delete it from port on it, please go to the spot on the on expected side to side. what i'll call is often associated with celebrations, relaxation, or having a complimentary beverage with our favorite dishes. a little bit can help you feel at ease in social settings. however, too much can destroy lives and test families a part. but when does it become too much? that is the question we will try to answer through the people who shared the experiences with us. welcome to the 77 percent. i am your host. ok to english. another coming up in the show would take us to, to play to kenya to find out how uncle.