the role that the us plays in that yeah. at maybe docking onto that someone homeless is asking if it's possible that china is sending legal aid to russia through north korea to avoid sanctions jenny, maybe if you're ever yeah, you know i, i don't, i don't think so. it kind of doesn't have to do that. certainly the military a, but there has been evidence that, that right, that china is, you know, providing a rush or with military assistance. they're doing it quietly, but they, they're not doing it through a 3rd party and they certainly don't need north korea to do that. me and another one coming in for you. jenny mouse, the german asked. do you think it's in kim's interest to have more north korean workers and russia? could that be part of the talks? oh, absolutely. you know, there's a, that was one of the points,

even the russians in the past, when these things were passed that they had been trying to carve out space for is to keep some, you know, north korean workers in the country. this is a big economic boom. to the north koreans to have you know, that foreign currency flow coming in. and you know, it's one of the 1st things that we're, we've been hearing signs of in terms of the resumption of trade in economic activities is trying to get more and more north korean workers into russia to, you know, to, in, in the construction industries and logging and, and other kinds of agricultural work um, in order to bring in greater economic flows to the country. and jenny, you're usually based on the us, your and so right now, but we have a question about america's stand on this. has there been any official statement? so i'm actually in dc now i was just, oh,

actually already we got the wrong. that's good. it's okay. it's okay. um, but yeah, you know, the us is very concerned as is south korea about the developments about the, the, the, you know, persistence of this relationship and the deepening of this relationship. they're very concerned about sanctions, violations being made as you know, the implications that it has with the weapons programs that condemns you know, this continuing partnership and, you know, has been very clear and consistent about that. there's a lot of letting me put and set mosque out. i'm showing young what resolutely opposed what he described as western ambitions to hinder the establishment of a multi polar world order. that sounds like a threats. what does he mean? exactly? so this is something that so she, we've been actually hearing from vladimir 14 very often and this is

well, whether this is a friend or not, i think it's uh, it's up to interpretation. but let me put in is even now and during this is right before this trip, she said that russia is interested to develop alternative trade and mutual settlements mannerisms, and which wouldn't be controlled by the west, which would allow russia and north korea to and trade and to interact more closely despite the sanctions and, and this is a, this is the, this, the import, the import us of this, the point to for right, for russia comes out of necessity, the sanctions on russia and are significant, they've just been strengthened to last week. and from the by the u. s. a. so, so russia is investing a lot in these alternative formats and in and mechanisms that would allow us to,

to bypass the sanctions. russia is investing a lot politically in, in the brakes for months. we're with culprits with, with, with other major economies. and it also invested off politically, into shanghai corporation organization. so, and these, this, this, this is part of this overall picture of the overall at. so i could see that she's of the 14. and since the start of this war then go or even before. and then, as i said for this, this trip comes in the week right after this big ukraine summit, that's with alon so where, where many countries came together to discuss the possible solutions to the conflict. and when russia was not invited to know it is, and from letting me put things perspective, it's time to us and go out there and show that he's still able to,

to travel despite the restore. and that was issued for him by the international criminal criminal court. and that he still has elijah in the world and, and he is going to be and to be, to be showing just dots in north korea and in vietnam where she goes later to. yeah, jenny, weirdest north korea see itself in the multi polar world that they're envisioning. i think they think they are doing pretty good. how about here? so, you know, i think one of the reasons why the north korea has said that russia is it's number one priority these days is i do think they admire and appreciate that. i think they see russia sort of the leader of this movement to create this multi polar world. and i think they see rush and making progress on it. you know, in the early aftermath of, of russia's invasion of ukraine,

i think there was pretty wide spread condemnation of those actions and, and rational heads, very few supporters. one was, of course, north korea. but we've seen russia re game and ground. and last year, 2 years into the war effort. um, you know, there was 5 new countries that joined briggs, you know, really use a testament to the idea that this idea is, is making progress. and so north korea is one of the 1st countries to really embrace the idea of a new cold war emerging as far back as 2021. and you know, really sees the benefits of having that kind of division in the world. because on the, on the autocratic side of that and then on democratic side of that, you know, there's, there's room for it to maneuver where you know, there's more countries that would be willing to, for instance, trade with them with regardless of sanctions. there is more political value to

their supports on that other side of the equation. and so the, the larger that block grows in the, in, the more, you know, russia is really sort of leading that movement. i think the more north chris sees opportunity in, in that arrangement. yeah. before we get back to user questions, i wanted to kind of lead over into his. yeah. gosh, what allies does russia have left at this point besides north korea? as yeah, i think this picture of russia's elyse is a very newest one. i mean there are countries which supported outright and were full force as we see in the example of north korea. and there are very few countries that reduce the 4 types in military,

enjoying this conflict. so we have enough korea that the supporting russia with the weapons. we also have ron, that is supporting russia mostly was drones. and we also have a velo roost, which allows russia to conduct the military operations from its territory. we don't know anything about russian arms deliveries, but as millers has allowed russia to stage attacks from his territory in the 1st phase of the war. and there are also this many auction, many countries which are leaning towards russia politically, but they are that are not ready to bird, a bronze of the that 3rd, the front of, of the functions that come with it. and then these are some major, major economies like that had that are working with russia, but they don't want to cross this threshold of an outright military support in this

conflict. so have china, for example, that we know is supporting russia with different ology, used to think of exports to russia budget to but it has this policy of not providing weapons. and even though there is a lot of a lot of these items have a do of use and could be used as well as that could be used for industrial as well as for military purposes. so, and then also countries that the restaurant traditionally has a lot of influence, the politically and militarily the syria, mild karuba. and let's this, as i said in the beginning, the, some of the countries that they provide and all 5 minutes there was a 4th. there was enough many of them and that's why this trip to north korea is so valuable for letting me of booking. yeah, we have about a 4 and a half minutes left. so if you have a question for us now, is the time to post it in the chat. in the meantime, we have one from mouse to german. again, he has another question, isn't it actually jenny, in telling us interest that russia,

how strength and north korea's regime of korea is an important buffer zone to south korea. he says, you know, i think china is generally supportive of making sure. and north korea is stable, you know, china really prizes and prioritizes debility above all else. but, but, you know, at the same time, china is not, is not in favor of north korea is, you know, w, m, d and dishes. they've been very consistent also. and i'm calling for the nuclear ization, getting back to talks again and likes the russians who have generally accepted the idea that the north korean nuclear program is here to stay. so, you know, there's, there's a difference between, you know, supporting stability of the regime and stability of north korea. instability on its

borders versus actually trying to strength. then the regime is right then north korea is military and w, m d capabilities thomas guy. or if i'm pronouncing that correctly, i hope so. he's asking, is there a decision by the us and their allies to interrupt shipments of weapons by rail, from north korea to russia. anything you might be aware of jenny? hey, you know, i, i think it would be difficult for them to actually do that because again, all of this is being done in russian territory and russian rail. so unless there's, you know, some actual disruptions in country. um or, you know, just destruction of the railroads themselves. i think it would be very difficult to do. and as far as i know, that decision is, has not been a me. we are getting ready to wrap up here. we have one more question from test

guy 12, maybe to both of you. let's start with huge egos. how will this end up? do you think this partnership has a future and where could it be going? i think this partnership is very valuable to both countries to both sides in this specific moment. and this visit is a testament to that is letting me put in is arriving to north korea for the 1st time in 24 years. he's been there on the ones so far back in 2000. so and i recall his, the mr. put his teacher. remember saying yesterday that the, the relations with north korea are and are improving our on the as if he called it in an upward trend. and i think this, this is, this is, this is a good description because we, as a jenny has also pointed out,

there are very important limits to this partnership. but, and i think the part is, will be just exploring what is possible and, and just using, using the possibilities. yeah. tiny, very little time. where do you see this going? and i would generally agree with most of which i said, i would just say that, you know, the, i think the sustainability of this over time will be how long they see mutual benefits. and so if again, if, if russia is moving towards it is gaining success in building a multi puller system and north korea benefits from that this relationship will continue. um, so until that starts to reverse the trend, i think the relationship will continue. they'll continue to explore how to deepen and strengthen this relationship. and unfortunately that is our time. thank you so much. jenny tiers,

especially those and send in their questions. thank you so much for participating and for making asking w a platform for dialogue and understanding. we hope it was as interesting for you as it was for us, i'm to call for least thank you so much for your company by the shift your guide to life and it takes you to the latest online trend, navigate your way through the digital jungle global perspective, we'll see you guys and show you what's possible. you decide what really message to you next on the wi fi, do we say there about never getting

up every weekend on d w. the if you want to be the best and 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 off of robots? these robots are already able to play against each other on the football field. the goal of the cuff organizes 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 ref, raise 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 monday, 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 to dots, has to be evaluated. ministers of pass investing, even having 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 a 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 to steal. that if it is out of the seas that i, if it is the are as possible. busy 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 embrace it, 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. the events i'm piece of using the up 3. 03 from out here in river we use we have deliberately minute belated matches . so of course, when introducing new technologies, we must ensure that they run a securely as a possible fit for example, that they can not behind or manipulate it totally outside. they have them criminal was money for you to get in credit in order for i models to work. they need a lot of data. luckily full already has bucket loads. in modern game analysis there to data types, this event thought i'd like to process 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 to handle the video and 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 stripes. one 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 a 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, and it's 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 on who has the best parameters and who can

use outputs from games or trainings. they must draw the right conclusions, communicate essentials to the players, and ultimately improve training programs advocate. when he thinks mentors in 19 and analyzing data as quickly as possible with i, 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 an ios 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 iowa and the tech is already helping them to find witnesses 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 consuming your 1000. i need you 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 beat seconds. so we can evaluate a lot more games in a shorter time. the last clear advantage to 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. read over. probably less than 10 you a minute says the effectiveness of a new tactical approach can be tested to see and his team have access to data from the job and put this lake up to 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 of 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. for daniel limit, football success con on lead, be planned on a computer postponing 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, coach gordon, 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 about the board 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 could be the, the, uh, then i can find city. i think a bunch of the highlight 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 it collects its own missing all of human 9 snort sheets to then we also note whether someone scores a window or a 4 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 to just to be might be of interest to 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 all come in and put in seattle on copeland kind of. yeah, it's fine. extreme to know plans via i can see what his potential is on our 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. yeah. 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 press is 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 honest 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 by even to my thoughts that of i'm of the mention on with progress. it always depends on whether we can approach

innovation fearlessly, bravely and 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, based systems still aren't available for everyone. some of them such as play uh, 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, it's time for visionaries. for sustainability. but also for horsepower.

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business needs to be a news line from ballot flooding. the filter inhales knowles, korea for supporting his war and ukraine is on his way to film young for a meeting with king kim jong and hoping that 2 can help each of us overcome international sanctions. it will be pollutants, 1st, visits and of korea. in 24, you also coming up the you and struggles to help civilians instead of facing starvation. often more than a year of civil war with millions displaced by the conflicts of money to help them is running outs. task.