as including the w 2 overflow and dams to best some villages on the water, forcing thousands to evacuate their homes. more don, bulls are full cost in the next few days. you're watching the, the news coming up off of the break architecture shift. these are the sometimes it's hard to find what you're looking for. but we've got something for you. imagine that you're eating a hamburger. and as you're biting into this juicy bird or your dining companion says to you, actually that hamburger is not made from kaos. it's made from golden retriever's. 2 2 2 2 2 2 2 2 2 2 2 in meeting cultures around the world, people learn to classify small handful of animals with edible and all the rest of

the classify as disgusting. a donkey series about our complex relationship with animals. debate, watch now on youtube. d. w documentary. the, i'm just gonna throw this on. what do you think struck a that's quite us david. he's just talking to an a i chip for the space fields more it more like talking to an actual human being. but what does this really mean for us as use us? how well do they really understand us? and what are the risks that we face? jeff, thoughts are becoming increasingly lifelike. take the trip to peachy for oh, by open a i. it can visually identify surroundings and recognize our emotions. the book even has some understanding of comedies. what do you call. busy a giant pile of kittens. i don't know what am yeah, i'm saying that's perfectly the layer it is just how

useful is the newest version of chet c. p t. really cheap t for o is more human than ever. it's in communicate the most of the lee and see its surroundings, the old. that's what i'm the as an on the put sense. the model can work with the text, audio and video making, beaten to action, more natural. take a look. and i wrote one last thing, i love it, you can take a look at of course i'd love to see what you wrote, show it to me whenever you're ready. okay, so this is what i wrote down. what do you see? oh, i see i love chat to p t. that's so sweet of you. according to it's make of g p t for all cannot only express emotions. it's been recognized your emotions to it looks like you're feeling pretty happy and tearful. hey, i've systems learned to recognize emotions by being trained on corresponding data. so for example, by analyzing text, that leaves the smile to happiness,

that leaves tiers to establish. and a, i is train to up to like in an optimization process to recreate this data. but what happens when a i adults more human like traits? the model become indistinguishable from extra humans. we tend to be very trusting of computers decision, even if they contradict own beliefs that's according to research from as fairly, as 1999 and more recent studies suggest the same checkbooks already convincing. but if they speak to us like a human being what they might be even more so, and that could be a problem because a, i can like it can invent effect. it believes to be true. this is called to see nation test. so that a i playing poco a video games have learned to bluff, to put use of favorable outcomes. these systems are known to be 9 or to making up

things. and if something is very convincing septic and making things up, just by my natural behavior, i'm way more inclined to believe it best if it was dry. a subjective text or, or reasoning that can be much easier to assess slow, such as nonsense or not. i don't know about you, but in a i chip or deliberately lying seems pretty scary. it could trick us into giving away personal data like credit card details. and even if that doesn't happen a chip both could be the future of online misinformation. that's why it's important that a i is trained with error free data and is able to understand the nuances of language correct. in india, there are 22 official languages and over 19000 dialects. plus some topics like sexual health aren't open, lead, talked about. and that's web checkbooks could come to the rescue. the may not full of books can also tricky questions about sex and health in india. but it has to

understand cultural nuances and different dialects. not what he's in the one of the more thing with degree diverse areas with um you know, hundreds of languages within those languages. there are so many sub languages, some dialect line normally sign within those languages. what's 9 within defense within those families? so how do we then reduced on says an attack board, they dismantled dog women that are maybe not restrict to a standardized version of our language is as bob laughs, language models and able to check both to comprehends and engage in multiple languages. the l. m. used by the may not be a little f r trained to connect with use us and then native language is like velocity. and even the english can be mixed with english. what, why people don't think that they would say something. but maybe a mom or i thought those days. oh, really you shouldn't look for the visas theme to themes and hopefully you think that one lady was inclined to think that does it least look as well as that could

be for the for that this up to use instead to having those metaphors from 5 lots of the back end states of 8th is needed so the both can understand a problem correctly and can get lost in translation. or even worse, create confusion with incorrect information or to move the nation. this requires intensive ground with the checks balances that the guy bought provide. and if it is at all, then we have a good i portion that we create. then we take all the questions and the correct answers and repeat it back into the model. and that is actually 20 to 25000 questions and we are fact checking. and i think not only with our staff, but also the medical professionals and doctors and has professionals have been in the field for 10 years. the nations is an issue that probably most across the industry if you're trying to figure out how to do that, along with other things like it will be by is gender bias kind of good bias that

comes up in the data because it isn't the then the reason why this gender bias would be does because in 10 devices, back to the basics, how does the ne i chip bought, learn to talk to its environment and know what to say? the most important component of chip thoughts is a so called l l m. a lot language model that's an a i program that can recognize and interprets to when language lots language model is an ai program that recognizes and interprets human language. l m. 's use the machine learning to understand how characters words and sentences work together. creating neural networks with many layers. processing large amounts of data based networks learn by recognizing petulance. for example, in language, then waiting and scoring them. this network is learning to recognize the number 9, the more frequently a pets i'm. of course, the more weight to the network places on. it's in this way important peasants are

reinforced for feedback and repeated training. l. m. sloan, to understand and generate natural language. the names of the formants depends on the quality of training dates on the 11th of trained with data from the internet. a pre selected dataset is most suitable here because arrows can be filtered out before hand. the $25000000000.00 us dollars well invested in the development of genuine to a models such as chet soupy, tease in 2023 alone, 8 times more than the year before. and the market for a software that can read your emotions is also growing. it doesn't even have to look you in the face. natural language processing software is being used by companies worldwide to analyze their customers and employees emotional states. the study conducted by jonathan chrysler during the cold with ben demick shows just how

well the systems work. the co founder and president of the motion a, i start the rest of tippett t analyze the read it posts of 6500 nurses and doctors with this proprietary software. looking at close to $4000000.00 comments over the course of full years, chrysler curated data base for research. as the world wide, the goal advance, the detection of psychological distress and trauma is actually a, an incredibly wide variety of insights that are available from our assessments. we can understand, you know, similar concepts like personality, but we can also understand psychological traits and understand how people change and the moment depending on the context. what we found was that even early in the pandemic, even before the world health organization declared a pandemic, we could see some of the early indicators of what would ultimately lead to burn out . things like elevated cognitive load. all that is needed is every day communication, such as emails, select messages or social media posts. but why of 50 through communications. the

software doesn't just look for obvious descriptions of feelings, but also for so called function words such as pronouns, how we use these can review lot about all mental states. people with depression, for example, use significantly more 1st person singular pronouns like i and myself. according to a psychologist, people who are depressed, often highly self aware, also focusing this applies across languages and cultures and a i could help support the so called language of depression. lot of the patterns that exist that we're analyzing are the same across cultures and context. it's less of what people are talking about and how language can provide insight into how they're thinking about themselves and the context there and, and how they relate to the context or, and, and to the other people around them. it's very much a social psychological phenomena that we're focused on, and that exists regardless of the cultures or language is you're communicating. pay,

i can not only analyze text, but also voice messages. the use cases are plentiful, analyzing how people interact with jet, bought splunk, the company insights into the use this mindset. really interesting, recent use it for, for technology was to help with the vaccine uptake and under privilege communities . so what one of our customers was finding is that if they could understand how some of these populations think and how they consume information, they could do a better job. tailoring the messaging around the benefits and really the reasons why this action should be used to this community and improve vaccine uptake. after conducting interviews with community members, the language model was used to create a detailed community profile. this allow to custom tailor the message to a specific part of the population addressing benefits and concerns and methods. and that comes from advertising and marketing. and it's becoming more and more common.

so called treadmill box. now also is using a motion, a i to also use us customized travel tips. just one example is the voice a i f, a v, the f as really being tested and based on your wishes and personalities. it can put together a trip from new york city, for example. first, you'll have to write a few pictures and answer some simple questions. the up then creates a kind of psychological profile, a few, using that as a foundation who then receive personalized traveled, recommendations. but what does that mean for our privacy when a companies use our data? metal for example, officially says that it uses our publicly accessible facebook and instagram photos and takes to train. it's a i what happens then? one of our programs that can analyze or facial expressions who uses this data and what for regulation can hardly keep up with innovation, leaving us exposed to potential dangerous. for

a i just find acceptance and responsible use that people need to know what they are doing and how they are working work they are trained on understanding leads to better assessment a. i will continue to understand austin or emotions betsel that's affect it will make every day tasks easier, but we will have to stay vigilant with how we give out and protect our data in the wrong hands. our data could easily be used against us. i want to know what you think about all this. leave a comment and let us know. that's it from us this week. so you next time the, there's more to sustainable fishing than just fishing. when i go out to see

together the cultural heritage. fishing is a traditional technique archipelago of care kind of if important says lead artist nina to be, it's in bassett or eco africa. next on d w. how many of you speak more than 2 languages? at least 2 or more languages. we used to be taught to speak english, why we, we can from becky crowns of speaking. why here we have to embrace and why he, what do you do you lose you? i just simply by learning a level language. when i speak english, i said, please do requesting this 77 percent in a 60 minute phone double here. we are all set and we're watching closely. all in the we can use the story behind the news.

we rolled about unbiased information for 3 months. the quite a few environmental activities. the realize that slowing down is one way to leave more sustainably. what we're seeing, how simplifying a lives and thinking creatively can reduce our impact on the not through weld. welcome to eco africa. i'm chris, the lives in lagos, nigeria, the modem was culture of convenience, has a very damaging effect. what if we do things differently? i am some drug of homes that we know do joining you from.