i honestly try to busy and working 32 hours a week to be better for the assignments in the forty's. but of course we shouldn't be. no, you'd be the living scientists just had subscribed. whatever you listen to pod costs, my weather up told me that that was going to be no rain and clearly their husband. i just think they're always wrong. i would say it's often that idea that's a reliable can i? so life was an open window at night, that's a good information. it's not predict of a recording press up accordingly when it arrives at my workplace for an important meeting i was so it was so, so that's my editing. so you've sent me home. i think it's a matter of how you interpreted and what's uh, whether app you actually use. mostly it doesn't come through a i is improving the outlook on various products. so how about weather forecasts? the many paces of artificial intelligence this time around on tomorrow. today, we'll come to the show. what exactly is happening high up in the

atmosphere? a question that's proven crucial to improving weather forecasts. super computers are increasingly able to calculate the complex processes that go on and the layers of air or surrounding our planet. but they still take too long for short term weather updates. and this is where a model is coming out with the potential for making forecast. it's much more accurate. the ne i models learns from existing historical data. it can basically learn how whether develop this is the federal in training sessions lasting several months. the model tests itself by using historical weather data and making retrospective forecasts that are then compared with what actually happened. the german weather service model was trained using data from the last 15 years, growing more accurate along the way. the age of a weather forecast seems to the dawning,

distinctive this phil. i think we reached a milestone about 2 years ago when a guy models at certain brand new layer, it easily grew distinctively better than conventional predictions. which was confirmed by an analysis from the european center from medium range weather forecasts. the light blue line shows the forecast quality of the conventional weather models. it drops substantially over time with accuracy adjust 50 percent after 10 days. the a i forecasts are only slightly better around 55 percent, but the german weather service team is certain this small difference will increase significantly after training. hey, i models can calculate forecasts minute by minute. no super computer necessary on ton of we're going to then essentially make predictions with a laptop. if you wanted to calculate lots of variables, you might need several laptops. so to grab that cards, but it's very fast and very efficient dental and experts think it will

revolutionize weather forecasts by allowing applications like rain radar to be updated constantly. hey, i could get rain fall right more often in the future. whether services have currently reach some predictive limits, they usually look at amounts of precipitation observed over the last 20 minutes. the now casting model then calculates predicted regional precipitation for the next 90 minutes, a forecast that still off and off the mark, the exports hope the new a i models will do better deals as well as on that. and also if we can adapt them more precisely to user requests, regardless of how good the physical representation is. and that will help us to say with a greater degree of exactitude, whether it's likely to rain somewhere or not all that the computer to the carpets, the big tech companies like google and microsoft to long recognize the technology's potential. a d, a i model graph cast, for example, has drawn

a lot of attention. the german weather service also uses components from major a. i players submit the involve bills lying and will data will use them to build our own models. and of course, we want to be just as good to them. it's a lively little race at both a race still on its 1st loud with a lot of room for improvement. large scale a i, whether models have so far produced forecasts with little specialist knowledge of atmospheric processes. psychiatric understanding physics is something a, i hasn't seem to need again, this initial phase. it's learned patterns, but we believe we can improve the i if we also teach at the physical relationships . i think how the eye is trained does therefore crucial, especially the weather data involved. the german weather service wants to improve this data. although satellites, ground stations, and aircraft are constantly providing new sources. there are gaps. hey,

i can help simulate the weather as accurately as possible at every point in the atmosphere. improving whether models. forecasts have grown increasingly important. light, better predicting hours of sunshine. a key parameter for operators of photo voltaic systems. guys, especially it's important for grid stability. the operators know what solar radiation will be like over the course of an entire day, some very definitive story to the age of rapid climate change. higher accuracy forecasts for farmers are also growing vital and improving short term forecasts and dangerous storm situations would help 10 points, heavy rain fall events and there are consequences to german weather service plans to start using ai and one to 3 years from now. i understood was on notice of, of change will be accessibility of information. so you can already ask k, i systems chatbox, things like how is that? but why is it like that?

the stuff's volume is the sort of individualized weather forecasts that can be called up 247 might soon be wide spread couple. so if you want to take a walk and it starts drizzling, don't worry. just ask you're a, i based whether consultant that knows that the rain will stop in about 20 minutes and that after that it will clear up again and i to the show at least that's the whole. the atmosphere, however, remains a dynamic and chaotic system. a model should help us understand this chaos better for they to have limits, which only the future will reveal. it's still early days and the age of a i, whether prediction the ai is now used to do things like calculate efficient energy use and some end production or to decide if times need fertilizer also to monitor individual animals and detect

when they are getting sick. and it's behind simulated, promising i've been guy young and virtual influenza likes to the ground. it's still not as creative, intelligent or flexible as up, but couldn't already help with our personal and psychological problems. edit site might not take the time to find a comfortable upright posture that gives you a feeling of confidence and openness. then take a couple of deep slow breaths. you may notice a particular briefing with them as comfortable as was a little timeout chosen by an a i to help 23 year old cut. definitely to call in a study at the central institute of mental health and mannheim cheese testing and app that's designed to help reduce the risk of mental illness among young people. the app suggests exercises and gives individually tailored tips. a research team here has developed an ai model that continuously predicts the user's moods,

that then selects exercises suitable to particular situations. the mentorship flushed at us on imagine that you were able to say something about tomorrow based on information from yesterday, even to us. that's what we want to learn with this a i what are the advantages making more precise prediction pieces when and we can use these predictions to apply the training advice provided by the more effective way to present these young and best buy to pepsi and one of the few of us to the interim results show that one artificial intelligence selects the exercises, the benefits for young people seem to be higher name. and this isn't a search that says that it's a little hard to know. but i'd say that it's largely tailored to me and adapted to mind the mental volume. i was much more aware of myself and my feelings and more often took the time to reflect on how i was feeling and what i needed. also,

so on the app is not yet approved as a medical product, so it's still can be used in connection with psychotherapy. but the technology is set to have an impact on the field. is think of this the, there's a lot of potential for supporting conventional psychotherapy because in a week has 168 hours at a session is just one of them. so i'm just going to the fun. and of course apps like this can certainly help us to give a better apply what we learned in everyday life based on some a behavioral therapy in particular might be improved by a i perhaps could help bridge gaps between sessions and exercises could give support in everyday life chatbox could also provide a kind of ongoing contact. some apps are already meant to help with mental health, but they haven't been approved by official bodies, and their response is often seen pre fabricated. it's hard to have what feels like

genuine conversations with them which limits their usefulness. new a i language models like chat, g p t can sound for intuitive touch. and before instance, if you say you are having trouble sleeping at the moment, it seems to 1st commiserate, then offer tips on how to address the issue. test to. however, chatting with a language model still can't replace therapy, chatbox don't make too many mistakes and can't recommend plausible treatment plans . but the language models could improve a apps in the future and enabled dialogue on a more regular basis. and in the future a i could also support the therapist, for example, by providing the latest data in breton it's already helping people find help. as part of a study, the limited access chat bought a range of sessions and makes initial diagnoses. an analysis of almost 130000 people showed that among those using the self referrals,

increased by 15 percent. researchers in switzerland have shown how much is already possible. very i model observed emotions and moods and calculated the probability of a patient breaking off. sarah pate, this line of inquiry is currently not permitted in the you, however, and legal stipulations remain strict. then you also have items included in compared with colleagues and australia and the us we work under very stringent conditions, even if we don't intend to launch an app. we face very high regulatory requirements . so challenges, but also potential after all the age of a i is just beginning to give a fee and i definitely believe it will find a place. and i definitely think there's still a lot of potential for development that we've not yet fully exploited tom from the start. young people were involved in the development of the manheim, a i. and they also believe in its potential that assessed throughout the tight. and

you have to wait so long for a therapy place. so i think that this can bridge the gap. com and it could be a 1st step for people to be a way to enter into contact with this world and then see that's a hurdle, isn't so high they could go from i've never done therapy before to maybe i'll try to publish, realized the hopes and expectations are hot. what's clear though, is that a i and chat box look set to become increasingly important in therapy, helping support people who need it in their everyday lives. accessing information used to be a very time consuming and tedious process. then the internet revolutionize things. there's no huge amount of information available, including lectures and the latest research findings, and more and more historical documents are also being digitized. before the

invention of printing books were veritable treasures, hand written reservoirs of knowledge that were reserved for a privileged few centuries after they were written. countless researchers all over the world continue to learn from these unique witnesses to the past. the a magnificent specimen kept in this vault is other doubt of sucks. and these book of ours, from the late 15th century, made up of nearly $900.00 pages of prayers and other christian tax that's estimated to be worth around $1000000.00 euro media lab technicians paid for all side and fixing the ties carefully place the antique tome on a special high resolution scan or having the book digitized will make research, intuit far easier in the future. it will mean less effort for the exports and less wear and tear on the fragile treasure to deal with money done. that's for sure.

right now to see it as a researcher, you have to physically come to it and you have to take this individual manuscript out of the vault out of a cold box in a refrigerated room and examined it at a special work station. if you want to avoid all that, digitization is an excellent way to work with the material and also to grow more closely acquainted with us. when does the i can so that the project involves 170000 pages. an army of experts would be needed to index the contents of all the texts involved. but new technologies like a i, we would allow researchers to easily tap into this vast pool of knowledge, giving them a huge leg up, dot com, and then you can create a text recognition system that makes the hand writing machine readable. that'll allow computers to process content further and integrated into other verification

systems and off by system. these can then be networked for insights into other hand, written documents, raising new questions for science, 50 to control. digital documentation is just the 1st step. it's on work is also to be accessing for research on specific issues. digitized objects need to be thoroughly cross referenced to that's a job for art historian catastrophic center. he needs up to 3 weeks to index a work like the book of ours. that's why, in depths cataloging is only carried out with particularly important works. the 1st is on is the content that's cataloging is the most intensive and deep dive form of cataloging from the diesel manuscripts. physicians, we collect physical data, like the kind of parchment, it's written encore and the size of the volume. but we also documented things like that. what illuminations does it contain richard, texas,

what do we know about the scribes? what script fonts, where use which texts are in the book. exactly, and what text were possibly used as templates. we noticed in for an on the projects $462.00 texts written over a period of 7 centuries were penned and politically and culturally advanced region of germany at the time making them a particularly valuable source of information. here medieval menu scripts provide a window into the past and thanks to digitization, they're now increasingly accessible not only to scholars, but to anyone interested in studying centuries old history. a is becoming a growing issue in schools and universities because platforms like to to be teaching and also do your homework. but to learn you still have to study according to one o e c d paper. germany has become an especially attractive destination for post

grad u. s. we had a 2 door to want to ask to a young engine, researchers why? having this opportunity that you can actually go and search, find your passion. that's something totally cool about the gentleman specification system. and they were part of the coming assigned. they started doing a b as deep i said. but then by looking my hung up on knowledge grew and i wanted to learn more. my name is with the, i'm from india, i'm doing that because the in high speed or what perception. my name is mila. i come from india and i am a b s t student. looking on human motion generation. i would say that few dog one has a really good department that integrates the new students to the university campus so that they're doing the kind of get lost in the big campus that we have research here is basically to show that human growing interaction is possible and

it is perfectly safe. the girl is fly around humans, innovative house doing some tasks. i did my best as in india. i attended various workshops. that's how i taught. okay, let me search for a good answer. do. it's in an outside india, in durham, i need to go, man, any maintenance fee? well, to get to this is something new. verification here is very good and it's affordable . i'm my story is that i did my bachelors back in india. of course i constantly have mentors throughout my life and they are the ones who voted musical for highest studies that brought the. 2 prospects, my mom is the one who did some of the assistance with, like germany still reasonable. i applied for only jo minutes to few was to be

honest. we look at human beings in logistics scenarios. be envision a futuristic bad house voice wouldn't be fine, but on, in a bad house alongside humans. this is the motion capture suits, east bowes reflect light. and then the cameras would be able to identify his boned structure so that we can get his skeletal image using the motion caps, assistance i'm coming from going through, which wasn't that the photo didn't get coming through too many. i saw a lot of differences in the sense that here the universities are more like back, they're going to be in good. the students have opportunities to try out stuff and get the real experience rather than just learning in the classroom. the bachelor and mazda programs that i've seen here,

there is an opportunity for the students to choose what they want to look into. look for the internship and well close of with projects. i think that's really cool . i was actually walking here as the central vishal instructor and that's in a my mentors are like, oh cool. you seem to be interested. you are doing your research, your use it though. so why don't you try fishing this many times we are working. the lead probably lives down in the night. that's fine in the sense that we are like 3 or 4 people in the hall and redesign our gym. the lights put on the leather we'll be have this posted in the office. we have viewed at 4 o'clock on friday

evening that i came over here. this new i didn't leave prison. i was like, oh, i like the website during jeremy, this work life balance to a large extent and sad to do so. the in india that there is a thinking that germans are serious. but then after coming here you realize, okay, if it's not like they are serious, it's just a language barrier. so if you learn the language, then they're like normal. any other people in the world or in india, i never say like an outside or so i don't know the language and like some lots of the language they would actually help me to figure it out with a lot of expeditions and stuff like that. and i'm like, that's clearly suite of them for one or 2 months for me i use, i have to fix times to get used to the silence. essentially. it's like very low and

the tv is load. the fan is sort of this dining float and over here everything is sol. com, silent. it took me, but sometimes it's a very nice thinking of germany. other definition i've taught that, of course it would be much more digital life because in india, every se, off on our smaller shop one that has digitalized payment system with them coming from all of the most list that i would say, it'd be 50 that'd be, have what was yours? phenomenal. i mean like i like to travel and i get to travel over here, even at nighttime, but then that's not something i would have been so comfortable doing back dark on this stuff. i would say the 2nd home. yeah. i was just, it was a total 0. i feel like i'm viewed my be as the i'm into money after that. let's see

. and maybe i go back to india. i consider myself a global citizen. very good research needs. that's where i want to go on what is all squares? that is a conductor for the friend for radio symphony. some works. the orchestra performs like it's dripping skis, the right of spring or recently complicated at times to conduct or has to come to a very different things to maintain your sleep. but he only has 2 arms. wouldn't more be better the premier in dresden as a symphony for brass and percussion is being conducted by 3 robots, musicians from the cities symphony orchestra, take direction from either the pink, blue, or yellow robot arms, each sets a different deed. so there are different tempos, it's a special performance for musicians and audience a light and cause if i see i was fascinated by their movements and tried to track

which one was conducting, was that it was great at the top. it's definitely innovative. and that's a good thing. the the symphony orchestras director initiated the project 2 years ago together with scientists from the dresden university of technology. marcus event wanted to try putting robots on the conductors podium instead of humans. a challenging experiment of one kind in this weekend as we are trying to replace conductors, i believe a person can always do a better job with rehearsals and facial expressions as you know, my big beethoven. for instance, this problem a robot couldn't do that. it'd be pointless. of a but it, and we're now have a piece written by capitalize as on say actually having the orchestra play at different speeds and different time signatures, then it makes sense. this is of hers and i got some of the things the 12 minute

piece was composed, especially for the concert. the researchers had a lot of fine tuning to do on the arms because robots move differently than human stair. and then the it's either completed. so we want to conduct compositions like this, you quickly hit limits. the fast small movements are incredibly energetic and intense . we have to put a lot of work in to make movements look good, but also remain feasible for the robots about how much the price. the musicians have to focus for rosalie. the robots have no years are facial expressions and don't interact with the orchestra. is totally different. the edits, merciless, it doesn't wait for anyone. just hammers through like a machine see. and then the in the end there is applause for all members of the orchestra and more performances are scheduled for the many symphony conducted by robots. this is

for the show this time around, but we hope to see you again soon on tomorrow today. bye for now the the, [000:00:00;00]

the need to do with every survivor has an unbelievable story. the scale is so important that the children grow up together between them and that both sides see that the other is no different from themselves. you are the ones with a duty and the task of maintaining these memories. the interviews shut out to cannot build a childhood in hiding in 15 minutes from d. w. in good shape. excuse me,

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explore great ideas. let me show you. check out contains your journey. been given by the this is the building years live from berlin to the united nations condemns the high number of civilians killed in the war and gaza. it says almost 70 percent of the people killed so far as the conflict, helping women and children that's accusing israel's military of a systematic violation of humanitarian though also coming up is really european leaders express. i rage after is ready funds are attacked. following a football game, the dutch government fives, the perpetrators will be prosecutors and germany celebrates the full of the fairly