economic reform in giving the chinese economy more breathing room rather than using many different ways to try to maintain and focusing too much on the actual number. i met the latest on the w news this. our up next is shift with its international women's day edition. a married evans team, i'll be back at the top of the hour with more headlines for you. in the meantime, you can get lots more news and information on our website. just go to d, w dot com. you can also, of course, check out our social media channels. the handle you need there is at dw news for me and the entire team in berlin. thanks for watching. german with winning offer is available worldwide. and for every language level moving german has never been simpler german to go. mm

hm. with how texas, if the a i use in photo apps like cleanser, we put it to the test. hatred of women spreads quickly in the online world. massage in this, the interest of reach an audience of millions of people. so i women always at a disadvantage when we talk about the internet. no, absolutely not. from tech is booming tech application,

specifically for women are becoming more and more popular. and society benefits as a whole. these are the topics of our international women's day edition, ah, detection of breast cancer by the smell of urine. understanding the homeowner psycho 4 bed of physical performance treatments to prolong fertility from tech is shaking out the world and found out as a technology sector focused on the needs of women. it includes all kinds of solutions and products from apps. wearables, nutritional supplements to cancer detection technologies. one example is a biomedical device called the blue box. this home test can advise you to see a doctor if science pointing towards breast cancer detected. similar to dogs fermenting cancer found and bio engineered through digital bennett is developing a microprocessor that detects breast cancer from the smell of urine with the help

of ai. that's great because a lot of women of what mammograms for various reasons, including pain and fear of radiation, some take, is also about building networks that allow women to talk about topics such as menstruation, pregnancy, or menopause. applications can also provide services tailored to individual needs. tracking period and track are putting your pregnancy by itself the great but also you can link that service to let the pharmacy right. we're going to contraceptives or get services like getting provisions from doctors and so on that as a layer of service. and when he ties equal together, some tech is thriving. so they can take integrations out on the rise from sustainable mentor underwear to health trek of analyze data from the whereas fingers total context funding reach. 15000000000 years in july 2020 to a 50 percent increase in just 6 months time. pregnancy in nursing is the largest sub sector followed by reproductive health and contraception and menstrual health.

today women around the world, us driving to better understand their bodies because that ultimately leads to a healthier life. this kind of female awareness of the fact that our body is difference. and in particular, but our bodies, cyclical both on my li, period and our entire life cycle is becoming more and more apparent. in fact, the us soccer team, when they won the world championship, they actually trained in accordance to the menstrual cycle. and maybe that's why they want exclusion of women and health. although how's off the world's population is female, the frantic industry has only recently begun to develop. and the past women's health was underfunded and under researched throughout history. male doctors and scientists have dominated the health sector does not have been tested optimized for women despite the obvious fact that the fema but it differs from the male one. in

fact, women in the u. f, for example, were actively excluded from clinical trials until 990. 3 years later, the pandemic accelerated growth and digital health and social media platforms have built networks where use us talk openly about issues like endometriosis or birth trauma challenges for fem tech. according to a survey, i found us and c o, a family companies and organizations world wide. 65 percent of respondents said that one of the biggest challenges and threats in the industry was lack of investment. the biggest hurdle revenue was starting our from tech star. it was just really release standing really making it clear why it's important. i'm having a colleague response to i support for breaking down to lots of especially investors . lots of lots of biometric especially have been male counterparts and other challenges protecting use of data has become more cautious as sensitive data can be

sold to the social media platform for advertising purposes. as has been the case with some pure tracking apps. it's a massive challenge in the, in the us, in europe and u. k. on the other side, the g d p has been very strict, of course, anytime you use the technology products and you and put your data, you should absolutely do research in terms of where that data goes and what at least legal protections you have. the challenges remain, sounds like it's a fast growing sector that is evolving. health care is also a social movement in which women and charge of their own bodies and well being. i believe that women are the way to community the, the moment that we focus on women's health. and julian, focusing on a family's health, also community health and the nation's health. so even if it might seem that only women are benefiting from, from tech, actually our whole society will be effective in a positive way. trigger warning. now we will talk about rape and hate against women . brief victims must bear responsibility for that tax. women are the property of

men and supposed to stay at home post like beef and was are typical for women haters on social media like entertainment. you think it's disgusting? well, it's also extremely successful. women haters are becoming more and more popular all over the world. i take talk and other social media platforms and function is sick by design. and what can you do when you counter posts like piece i women have us on the rise worldwide, and retain a british american kickboxer turn. social media influenza who is suspected of human trafficking and rape is arguably the most influential women have on social media. but he's by far not the only one in mexico, the so called at manas bunker door, open canada brothers promote matcher isn't and give advice on how to manipulate women. they have over 8000000 followers on tick tock in pakistan, science. audio hider is a famous journalist and anchor on his youtube channel. he has condemning daughters that want to talk to their fathers about their periods. and an india you too,

must have threatened to rave women to intimidate them. a report by the media diversity institute states that an internet subculture known for the increasing hatred of women as involved in recent years. so it's that global movement of women, hey, just on social media group. good. if you haven't been nice, i think we're definitely not to care about isolated cases. we're about subject to counsel, voices and everything we see in digital media and on platforms, including tape talk we that is going to be a reflection of reality level and the expect that the accounts on these platforms do not have these manifestations, no thing i missed as many, just as you know miss algorithms promote provocative content. whether it's you, chip, facebook, instagram, or tick tock. the platforms, algorithms, favor videos with lots of interactions, the more provocative the content, the one likely people out to interact, share, and view. again, in theory,

content heading on women isn't allowed on many platforms. take tick tock, which explicitly pledges and it's community guidelines to remove content that promotes any hateful ideology. for example, misogynists. in reality, however, agitates videos uh, being watched by billions of people now that his account has been suspended. his fans upload his hateful content onto copycat accounts, and the platform doesn't do enough to delete them. all experts have called that a blatant attempt to manipulate the algorithm which artificially boosts his content . so what have you come across these kinds of posts? should they ignore them? should you comment against them? it then says go me that a few comments get angry like harris and said, oh look at this horrible violent and misogynistic thing. then you also giving it exposure, right? so what i think should be done is you should report and stop following your countess where we can't do much more, right? in other words, the only thing that is going to make such a publication go down. it is a massive complainant. and who am i see?

i personally think it's important to report this kind of posts we should talk about . the hon. cost by online sojourn is even if it makes you angry or sad, this is an issue for to important to stay silent on. pictures generated by artificial intelligence up all the rates right now. like the portraits crated balinsa. many uses a happy to pay for an a. i generated portrait in a superhero r rockstar style and they're great to post on social media, but a lot of women among them. yes. actress meghan fox complain about heavily sexualized results? why is that? so? but 1st, how to apps like lens i work with linda users can create their own magic avatar by uploading 10 to 20 celsius to the f, like my conical j here, the more diverse the more interesting the results. once your thoughts are on the app server and a, our software analyzes them, text them with keywords and generates new images in different categories, like stylish, sy, fi or enemy. this takes about 20 minutes. to do that,

linda draws information from an open source dataset named lion 5 b. that database is put together by scraping and analyzing pictures from the internet. lion 5, b is basically creating a huge library of images of all kinds by putting labels on them. for example, man woman, caucasian on latina, and that's where the problem stopped. is lenses, sexist? that seems to be a huge gap and what kind of images lindsa generates for men and women men often get flattering portraits of themselves of astronauts. all super heroes and of fema use us reported picks of themselves and knew it all highly sexualized cartoonish portraits. we put that to the tests and compared pictures of my colleagues logy and ugly ana, or she is a white european male. why the self you see uploaded weren't actual beauty shots. the results he got were mostly very mandy versions of astronauts and superheroes. in most pictures we could recognize clergy and there was no naked skin anywhere. my

colleague idly yanna comes from nets in america. she was confused that the ap presented to in a very european duke in most pictures with white to skin burnett's hair and even blue eyes. in some photos, she was dressed in tight, sexy jeans, and many results showed a lot of skin even than none of the self is. she had a bloated, did that on. and all we couldn't really recognize her while at leanna didn't get an in news in her results. our did a comparison does confirm some of the criticism that has recently surface online lens of draws on some pretty sexist and racist stereotypes. who's to blame. artificial intelligence is always only as good as the data set it is relying on lenses seems to have work with unfiltered images. lion 5 may connect from all parts of the internet, and because the internet is overflowing with images of naked or badly dressed, women and pictures reflecting sexist also, racist stereotypes. the data set contains a disproportional amount of these kinds of images. lenses thus reproduces and

enhances buys that is already existing in our society. programs of data sets could contract this by playing certain filters. one possibility is removing images that are repeated often that way, certain stereotypes could be eliminated, but at developers are responsible as well. lenses, developers have made a choice that mel advertised into a p us astronauts and superheroes, while fema advertised a fairy queens and cute japanese girls. you might say, hey, this is just an image ap relax. but for me, linda is a very good example for the ethical implications that come with a applications. i think we as a society have to discuss thoroughly before we let a i make even more decisions for us. and we need more transparency and clear rules on how data sets up being put together. have you used lens? i yes. what did your results look like? let us know. i hope you enjoyed this episode of shift. that's it from me by and see you next time with

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