a look at our main stories on al jazeera south korea's president says his country needs better air defense systems. you and soc your wants to create a special military unit with stealth drones. the announcement comes a day after north korean jones crossed the border between the 2 countries. the south korean military has now apologize for fail failing to shoot down the drones on monday units kim has more from sol, wasn't un sonya and his 1st comments on this did not means his word saying that south korea's military readiness was simply not there that the years of training left much to be desired and he did pose that possibility of bringing up the creation of a new military drone unit that he said would have stealth capabilities and also feature cutting edge technologies and would monitor north korea's a military a facilities. but it remains to be seen whether he will have the budget to do so. taiwan says it will extend compulsory military service in a bit to counter threats from china. on monday, dozens of chinese plains, crossing to type is defense zone, the biggest daily incursion in years. china use high one as a breakaway province. conscripts will now serve in the military for 12 months. that's up from for the new role to take effect next year. his foreign st. louis with the details from hong kong. the latest measures announced by taiwanese president trying when is aimed at increasing the islands defense capabilities and one think tank estimates that the extra 8 months that cons conscripts will now be required to serve could potentially add 60 to 70000 personnel annually to the current serving force by the year 2027, and that's not the only change announced on tuesday. conscripts will now undergo more intense training. they'll be more ly fire drills to learn how to handle more sophisticated weapons. another boat with rowing and muslim refugees on board has come ashore in northern indonesia. the 2nd arrival in many days. at least a 185 people arrived in ha, on monday and are now receiving medical care. the refugee say they left bangladesh in november and had been drifting at sea for weeks. in a separate incident, the un refugee agency says at least $180.00 will hang. i may have died after being stranded on a boat since last month. some of the refugee boats leave from shop, read, reap in bangladesh, town via child re, is there. in binary, there's a, there's a concerted effort by the police on the tar. it is the making public opinion calls in the, particularly in the refugee times going door to door telling the danger of going through this. but it's not discouraging anybody that you say this is probably likely to be one of the most dangerous year for the refugees attempting to go to southeast asia compared to last one decade. in other news, 5 palestinians have been injured during fighting with jewish settlers and he's ready forces in occupied east jerusalem. 6, others were detained when settlers attempted to seize land in the wadi hill where area of still won. the land is owned by the greek orthodox church. it's been lease to a palestinian family who funded since $915.00. serbia's president has raised the military combat readiness to the highest level tension between serbia and kosovo escalated on sunday. after shots were fired at a border town in northern coast. of all soviet refuses to recognize co, civil as an independent state. ethiopian airline vast amounts, it will resume friday to make kelley in the northern t cry region. from wednesday, representatives from the government visited the rebel held area on monday. it was their 1st trip to that region since war broke out 2 years ago. they agreed to a cease fire last month. the death toll from the winter storm that hit north america over the weekend has risen to 50. thousands of people are still without power across the us and canada. many remained stranded in their homes. in canada, authorities have a should blizzard warnings in several provinces. the government is at least $140000.00 homes, all without electricity. most of them in ontario and quebec with headlines on al jazeera, i'll be back with more news after data land stay with us. the news. ready ah, right now, at this very moment, artificial intelligence is trying to figure out exactly who you are. a, i mimics our thoughts and emotions. it analyzes ourselves to decode our genetic material. no task is beyond its capabilities. a i is even learning to drive our cars for us. ah, a i controls robots that work more efficiently than we do. so where does this leave us in this new world of artificial mines? in the last 10 years, we have developed an inseparable bond with our cellphones. smartphone capabilities are bolstered by artificial intelligence which serves our needs whilst keeping a watchful eye. network operators record our movements to the nearest meter, as some applications, geo tag users, every 60 seconds surveillance cameras, scrutinize our every move unknown entities siphoned our data from public. why fi networks? sensors in the roads, we drive on record our journeys. ah, a i regulates traffic, predicts the weather, and records pollution levels. our frenzied online activity generates an avalanche of data. each minute we make a 3300000 posts on facebook. 3.8000000 searches through google, and send 29000000. what's up messages? these torrents of data are stored in banks of servers all over the world. in the era of big data, your digital footprint is worth more. by the day i flew in paris, 15000 participants and spent thousands of euros to attend to trade show on big data . events like these are big business and you don't want to be the one missing out modern a i systems that by colossal datasets are opening doors to lucrative opportunities . machine learning revolutionized a i development that is machines capable of teaching themselves without human input . over the last 5 years, this technology has transformed a i research. these algorithms are able to instantly identify objects placed in front of a camera. but this ability to recognize as many potential applications a purse based startup has developed new facial coating technology. ready this algorithm is capable of reading facial expressions which are so nuanced, they may pass unnoticed to the human eye. the end point is commercial reactions are measured against different adverts to see which images are the most effective level dudgen to those which is it, that is the only chill director on his. him was to get 20 posts on the shows can zap acted. also johnny nick blackwell shall look no as i go here for 11 shall talk to you. she said that made a stocky to set to her master, took a horse, salt lake while some at dusk. so going past, gone and cuddled. you'll get, hold on the piece. surely, he said, in a little moan to come to school, you can call to sit in with you as well. and i shall kiss that bella nicola let his this really do me see what i don't on cook on them was shoe or twice i came in at him, so i don't less valid with him soon. and watch altitude. don't get montague a sample some guess if all of up was on fidel. yeah. the kiss he marched his can much. buh but good the to school for said dumb it was your clinical future prism usual he could put a push or could you also know this algorithm is not limited to commercial application. you can also measure people's reactions to politicians. it was tested in the last french presidential election cycle during a televised debate. did it through the phone with abuse. could you vehicle go sit lenti on also video tub? no one vermont the no clue deeper to teach a vague the new movie does have a good new rules. he's asking jacob shows on the clippy. it has official. could yona not if he can lifted upon the deck, you should never to presume was jones banashali. look on the deck, you never to presume was all negative. mine of been a pre a look on the down the suppose you're crazy. now sankey, on guess you'll abuses hitting michael a doctor to live but didn't when mass on the to get back. he not, if he just, he turned also to make such an algorithm effective, it must be fed millions of data points. the gods of the mega data world are the big for google, amazon. facebook and apple. did we headed desert to see it in action here. google has built its largest research center dedicated to a i outside of us, with 2000 contributors hailing from all over the world. google has always been excited about artificial intelligence and the use of mushing learning has increased rapidly in their recent years. and it makes possible what was impossible just 2 years ago. a machine to learning in a different way from humans. they need to see a lot of examples to understand what they're seeing on a photograph. for example, if you are teaching a computer to recognize a captains e much, you need to show it's a lot of examples and then the system would try to take a guess of was a new pictures. and every time it would make a mistake, for example, miss label a dog for a cat, it with the just the barometers a tiny bit. and then after seeing and probably a 1000000 of examples, the system food. so learn to differentiate between cats and dogs as well as people do. when is my next meeting? the next thing on your calendar is today at 1 pm. it's called context. be shod. bees. audi leads the team developing a next gen voice command assistant, a project very much in keeping with the ambitions of big tech companies. thanks to progress made with image and voice recognition. the assistant can answer any questions a user could ask. who painted this? mona lisa was created by leonardo da vinci translate this this might be right. check out the translation in the image above. how many calories doesn't have. there are 95 calories in one medium, apple. this virtual assistant slips into the heart of your home as a smart speaker the decision gets better, the more you use it. it both learns from the interaction to more personalized towards my needs. but also i can teach things for the assistant. for example, i can just say ok, google, my favorite team is bus a loaner. okay, i'll remember that you said my favorite team is bar alona and now just systems remembers this. and then from now on, i can simply say my team one is my team. next game or things like that, people do not need to learn how to interact with machines. they can just say, you know, you can just say, hey, google or the taxi for me. it makes the services and benefits really to be available to all people. okay, google has a traffic to my home on your way home traffic. as late as usual, it is 28 minutes by car. okay, google. remind me to call mom when i get home. sure. i'll remind you on your phone when you get home. when that works out there really at the human level, at the same way that humans interact between themselves, then, then these types of technologies is available to everybody. ah, i have an optimistic view on the future. and i believe there's a tremendous opportunity in artificial intelligence. we are still in the early days of the field, but we've seen that it can tackle some of the largest problems in the world. the technology has an ability to find patterns in complex data sets that humans could never do alone. so this has huge implications and the technology has an opportunity to help researchers in different fields to tackle some of the most difficult problems in the fields of medicine, transportation, astronomy and elsewhere from health care to transport, to the stars. the applications for this technology scene limit list to find more concrete applications. we had to a so called smart count. on the way we noticed airports increasing reliance on a i systems to manage the flow. passengers claim themselves will soon integrate a i system to monitor weather patterns, altitude and fuel levels in real time to adjust the flight path. managing the daily rhythm of life is a growing problem for urban centers. dublin, ireland is proud to declare itself a smart city. having been heavily on an investment in a i, systems for logistics the old doc lands are now the smart doc lands, a model for future urban development. we are at the silicon valley of europe in dublin. you just look at the dock vans here, you know, some people call it the silicon docs. we've got, we're a leading tech companies, you know, within 15 minute walk. you've got google with 6000 employees. got facebook, you've got air b and b, all crating, excellent value for the city and building great partnerships and relationships on our smart city program as well. there's lots of big trends, like big data, internet of things, machine learning, artificial intelligence. but what you really need to do is take that data back, you know, crazy insights from that data and in almost real time make decisions based on our data. and we're seeing it across, i suppose, mobility and transport across waste, across emergency responses. and i think, you know, the true smart city is the city that actually can act on the data, make better decisions and create better outcomes at the right time for it. citizens, son, applications are quaint, like this mart been that notifies the local services that it needs to be empty for other uses are aimed at more complex problems like managing the flow of traffic in a town, experiencing an economic search. the council has installed cameras and sensors across a number of key locations. they record the flow of pedestrians, flakes, buses, and car. ah, but how do they manage this huge flow of data? brendan o'brien rent the team responsible for traffic light operation, many towns, he's a similar system, but here adjustments are made in real time based on the flow of traffic. every bus is equipped with sensors every 20 seconds, every single boss reports to us where it is, what it's doing, what route is it on? is it in congestion? is it stopped at a bus stop? we'll see the slowdown and boost movements and that will actually alert operators here to the fact that those problems which the bosses are experiencing. but that in turn means that all the traffic is experiencing as well. i. so what's happening this morning? it looks a bit her congest. they're in a free vacation. yeah, the date is shown as actually congestion here this morning to, to, to lays on this went here. so it should be coming to view as a little time through here. that's a fairly long askew. the moment is not an axis building up quite severe. our system is, is the south learning self calibrating system. most of the time the tim works away in the background by itself and notify to replace the system still requires some human input to manage effectively. but there is another great technological leap forward on the horizon. a piece of software that will predict problems before they arrive. can we predict what's gonna happen next? you see all these vehicles coming in, you know, can we go forward the next half an hour and say, oh, i think here will be congested here will be congestion unless we take some action. that's kind of using all that information and using multiple data sources to really find a pattern. and once they find a pattern, they can then see what to do. next. the city authorities are sitting on an enormous pile of data, but they don't have the means to fully utilize it. they have therefore joined in partnership with ibm, which opened a research station just outside the city in 2011. ah, once that investment is made, then you can do things like censorious a, an entire road networks and actually of collecting that data. and then once you have it, then you can actually start applying artificial intelligence to that data to make predictions, to make suggestions as well. data scientists are the backbone of a i development. they are constantly refining and analyzing a huge range of inputs to find hidden correlations amongst data from. i mean, in just a lot of data from period services with the main challenge is that the data are very heterogeneous. each tells you a small part of the complete picture in it's very hard for us to actually know what has happened. so we may be able to detect that this road is blocked, but the precise reason why that road is blocked is often obscure. often the solution lies in adding a new source of data. ibm has begun integrating posts made on twitter to its algorithms data feed. the twitter often allows you to associate geo text tweets about an event such as, there was an, a concert and 70000 people are leaving this, arizona, i with the information that the, this whole here he, hey seeing might slower travel times than usual. so sort of in order to provide the explanations the twitter is very use a lot of artificial intelligence. now, i think is comes down to making predictions, saying this is going to happen. and then leaving it to the person to decide what to do about that. as we go forward, we'll see a lot more solutions as opposed to just predictions. many developers are hard at work creating programs that leverage predictive technology, making them new streams. that's okay. hello, this came is working on and only i assistant for driver side connection, video streams lives. so you have low the event detection in the video stream, right? yes. so we have something i could use for the companion or what we want to provide to you, or is an assistant that gives information that's relevant to you in the context of the strip, right? so the idea is essentially the companion that watches over you like a guardian angel that sees all your behaviors because this only some advice that's relevant for you. it just detected something it seems to you're going to use a t l field. is that correct? that he's got to yes, you should enter you cd 3. the ne go still organ road. is that okay? can you explain to me why? because the, you see the internal gates are closed. now can i suggest the best parking spot to you? that would be great. yes. the system can intuit with the user needs without having to ask direct question as they are coming from the car and from the driver. like with the car has been what trips i've taken in the past where i am i had no but also a lot of data from the environment, right. like traffic situation and if that weather situation. now we may be even data from social media, all the publicly available data. what's the camera in front of you? so with this camera fluid be able to detect certain conditions of the driver and included these conditions in our a model and expand our risk mitigation strategies. so as to really include the cognitive state of the driver. so if you can detect that somebody has a lot on his or her mind, writes than companion may use that information to be more proactive than situation where somebody is really focused and not distracted. hey, i wants to be your best friend, a friend that reads your emotions, counsels you guides you and follows you. it seeks omnipotence, but whether this will be for better or for worse remains to be seen. as we had north in search of the cutting edge of digitally enhanced medicine, finland was an early adopter of data driven health care a i, it's becoming a key asset in providing treatment. helsinki general hospital, the largest in finland, is developing an algorithm to efficiently processed patients. marcus less cannon was an early advocate of such research. lee, his unit deals with premature births that weigh less than one and a half kilos whose lives lie in the balance. oh, the 30th we're moving, we have collected data for several years. actually over the decades we monitor day, the hot rates are using rate ox against that to raise on flood research laboratory values. we are trying to develop algorithms that could detect a different diseases on the same model we have so far used sepsis. oh no, it's looking like by those who have on file like the immune system of premature babies is very weak. they are particularly at risk of contracting septicemia. this infection can have serious repercussions on mental development, and can lead to cognitive impairment. in 10 percent of cases, a can even prove fatal. in the beginning to comp, you the needs to know whether the space and pepper septa so not so basically we are filling them with, okay, these basins, hats, if this be space and students have us epsis and asking compute to find what differentiates these 2 groups and then the computers trying to find their will. so the machine is in a way, learning by itself to detect sepsis i get on the same menu. what we are hoping to do with machine learning is to get the tool that would give the same kind of i, that them experienced dr. that ill also less experienced doctors that okay, now you should perhaps be worried about this baby. and actually in this project, we were able to detect sips as 24 hours before dr. had system high suspicion that though we took up a block of blood samples that confirmed the diagnosis. this advance detection system allows treatment to begin 24 hours earlier in a situation where time is of the essence. data accumulated throughout a patient lifetime is what forms big data in finland for the last 20 years. this information has been stored in a centralized server. helsinki general hospital wants to deploy a i to get the most out of this data and has launched some 30 pilot schemes. we collect all the information from the patient from their electronic on health records, from their imagine pictures from their laboratory. this, the amount of data nowadays is so huge that there are no man can handle that. so we need some help for that. artificial intelligence would be the norm. a lie for, not only for research, but also for the doctors. and it would be a tool for ah, hospital directors and no nursing stuff. so now it is time to use it efficiently. as health care becomes ever more technologically sophisticated, the ambitious goal of predictive treatment moves closer to becoming a reality. join the debate. when we talk about climate change in africa, we should focus on a dictation knocked mitigation on air or online at your voice. it shouldn't be exploiting us what that love, what not is doing right now is doing everything that is going to benefit them on revealing new perspectives like getting this out of proportion. no, no. his reach and has power is what is disproportionate. the stream we're a global audience becomes a global community on al jazeera. if the world has taught us anything, it's that we all need support. that includes, as hale won and exhaled to, to do their job, they need help from the ground. support doesn't come any stronger than the s l samp . teleport designed to protect and maintain our satellite from infrastructure to control. it never stops adding value as sales science space to deliver your vision . as 2022 draws to a close, we reflect on the major stories that shatelle join al jazeera per series of in depth reports. looking back at this year, and ahead to 2023, lou claire again, i'm fully bathsheba window. how with the headlines on al jazeera, sa careers president says his country needs better air defense systems. units akio wants to create a special military unit with south drones. the announcement comes a day after north korean drones crossed the border between the 2 countries. officials temporarily close airports near the capitol when the joints were detected near civilian areas. order yesterday not good, he has military rounds, invaded our airspace. the incidents show the substantial lack of all military preparedness and training for the past several years and clearly confirmed the need for more intense steadiness and training's taiwan face. it will extend compulsory military service in a bid to counter threats from china. on monday, dozens of chinese brains crossing to ty wants defense zone, the biggest daily incursion in years. china views taiwan as a breakaway province. conscripts will now serve in the taiwanese military for 12 months. that's for me. for another boat, we will hang a muslim refugees on board has come ashore in indonesia. the 2nd arrival in as many days at least 185 people arrived in archie on monday. the refugee say they left bangladesh in november and had been drifting at sea for weeks and have a new type palestinians have been injured during fighting with jewish settlers, and he's really forces in occupied east jerusalem. 6 hours were detained when settlers attempted to seize land in the why the hill where area of seal won. the land is owned by the greek orthodox church, has been leased to a palestinian family since the 1950s. february president has raised the military's combat readiness to the highest level tension between serbia and kosovo escalated on sunday. after shots were fired at a border town in northern coast, civil sevea refuses to recognize causal as an independent state. if you open airlines as an hour, it will resume fries to mckelly the northern to dry region. from wednesday, representatives from ethiopian government visited the rebel held area on monday. it was their 1st trip to the region since war broke out 2 years ago. they agreed to a cease fire last month. the death toll from the winter storm that pitt north america has risen to at least 50 thousands of people are still without power across the us and canada. those are the headlines on al jazeera. i'll be back with a news our after data land stay with us. ah, ah, in the last 10 years we have developed an inseparable bond with our cellphones. smartphone capabilities are bolstered by artificial intelligence, which serves our needs. whilst keeping a watchful eye. unknown entities siphoned our data from public why fi networks are frenzied? all 9 activity generates an avalanche of data. and these torrance of data are stored in banks of servers and all over the world. in the era of big data, your digital footprint is worth more by the day ah welcome to sions. in 90 percent of consumer electronics sold worldwide are produced in this city. smartphones, tablets, and video game consoles are all manufactured by the bucket load. all of us tech giant produce their goods here in this colossal workshop. boutique electronics are symbol than packaged alongside their bargain basement. imitators. the city center posts a gigantic electronics, bizarre, which offers such a huge selection of goods that this group of visiting with students don't even know where to begin. so glad to go to bit of it. you see the visually to go mazama die through to through that with on because they were c'mon, elmer share still the you much of a free me or to the military to, to proceed to the through avalon for just a washington baldwin. these students are studying electronics design or project management for them. sions, and is proving a bigger jaw than silicon valley. back in switzerland. they worked on developing a number of projects in gens m. they worked on adapting them to the realities of the chinese market. you know, to like to make this, you know, tallish kid poorer gonna kill is all for i don't, the hall county boss for one day is awful. well, i'm not sure why it's going to points you social 2 are some p here to put to see books when want office hebrews to someplace there is sheila, perhaps you don't you see no heat, mini booklet rocket washer semester. some actually fell into his room without even available song to read per song. won't ever have leaky. here they work in a maker space, a start up style, digitally focused workspace. a i, technology is their bread and butter. this engineer has come from jordan to market . his invention, weight of pocket spectrometer. we opened the application on the fire nod. we've scanned solid food anyhow through a song to make it real. yeah, i can eat it. so i just like want it to the device like this. ah, and he or your kid nies wide from information about tomato. so you can see how much garb brought in on 5 or inside this tomato on the most wealthy. what is the freshness for this? so that's why it's very useful for b bush. it's little. it's like the same algorithm used by china to identify faces by dipping one face to face is i own of 1000000 or 2000000. so that's how we use deep learning and a i that's fixed on that he says, ah, in china, it's all about economies of scale. with 1400000000 inhabitants over half of which of smartphones. china is the home of big data. the whole country is investing in artificial intelligence. china is no longer satisfied with imitating its competitors. it is looking to take on the u. s. for 1st place in the race for global technological supremacy. with a balance sheet worth $40000000000.00. the alibaba group is an online retail giant dubbed the chinese m. o. o o o, o baba is investing $15000000000.00 in research facilities in china, but also in the us, russia and israel. it is very important for the company to invest. and without technology, we saw the ai, artificial intelligence i use going to be difficult for the company. and it's not only for our dial by unseen for many, many companies. so this why we invest a lot to help customers to improve the experiences. like the look of this dress with one click, ali baba offers a myriad of similar options. it takes mere seconds to review millions of items listed on its website. so basically, the technology hand to recognize what is in the picture and a word to product is we know where to progress and dana and dana extract features. and then we'll compare a with, or the part of the we have didn't send back are the same or similar products to our customers. the chinese are now even more dependent on their smartphones than western countries . a host of vital services are centralized within a few online platforms like the widely popular we chat, which posts 1000000000 monthly users wishing ha another draw. she had heartbroken in july. so ya bought a google, a cooling on the walk and boiled hire with i was young little, oh, wishing her pension, how to holler should go on the north south. and when she arkenberg alex harbs, it's your case. yeah. and both condo, those he georgia, when she local no education, send you why? hello to mercantile your, your are some of the words i saw you sent in shall. oh, twitter dot been dam. i don't. yeah, we're sure. oh, to tulsa, toyota. so july, as you can see if war oh, ashley to julio law, who it's actually returning a phone. genuine watch, inara is younger if you fusion was assessing unified funds. yeah. so to the hockey services on some wooden ball, you actually have kenisha what she share with us and she are your what you get on track and your team. we are from an american with you how to for jason. she's hiding out to her to dollar was tying up your entry now so forward with, with her, you're also webber. consumers can't get enough and shall little concerned for their own privacy. all the better for ambitious corporations who strive to understand and adapt to consumer behavior. this firm is specialized in processing data from smartphones. the numbers are dizzying. $731000000.00 users are scanned every month. whole towns are put under the microscope. this is hard been home to 10000000 people . this graphic shows the flow of computers block by block, but data collected from smartphones can tell us so much more about an individual's behavioral patterns because there are sensor date on the device. and so it can forecast what i do know. maybe they are running, maybe they are walking like example, if the location using the shock. and so when they come in for the shopping and if you in the, in the park. so maybe they are relaxing. it's often and priority is maybe businessman. so we use data to do something different, based on that date of collective profiling in this way, greatly enhances the potential for targeted advertising. but it doesn't stop there . fighting yum mile with the biggest box for the company in china. if they want to look over your thought zone car, so they can circle our area and based on what the data we collected, we can see if the, the use of come to the area to match the current use of if the 2 groups of people are similar, maybe i thought who plays told us all the amount of data transmitted by cell phones is constantly on the rise. thanks to an ever increasing number of apps. ant financial is a subsidiary of retail giant alibaba. the company has developed software that assesses damages after a car accident. the app finds and assesses the damages in the blink of an eye. the new report is sent to your ensure with the click of a button. the app also calculates how the claim will affect your premiums, then it selects local garages to carry out the repairs. it saves the customer time while saving the ensure money. since the app can detect inconsistencies and flag, potentially fraudulent claims. normally that will be locked, canceled, 20 percent. operational cost is caused the pfizer fraud case. so once, when we solve this rocket problem, the usual company can save lot, cancel, millions chinese throughout each year. the algorithms being developed by ant financial can also offer fast and convenient credit services. this cooter vendor has just taken out a loan to renovate his storefront and purchase master. ah, the chang who you talked to the vendor to e. ha ha ha ha, ha you sean. good to know john buddha change you. pronounce city williams half and it will be 5 years. hutchins, i read the war. now osha and those ohio thought she fell and shoe toys you the thumb botch in 2. dogs are going to push ya, did you? what did he do? in a few moments, the app evaluates his profile and accepts his application. don't worry about where do you have zuba? oh, geisha, my water cards out i was on that. i was a shame, rigidity, and our to she just you are to james hall, are they where j goes over this with your clarity right now or to leo when she yourself a year i've been seeing for lord, i mean article i was letting my little boy this app is aimed at the millions of chinese who live without a bank account by offering them a chance to borrow on credit. behind this express financial services system lies a complex match of algorithms. it scans all given data on a client to build a predictive model that evaluate the liquidity of any given start up, entrepreneur italy near woman. do you hear the tv feel you fit on for the other eager to let you unless you true. so you for the why, so i do feel 100 iga now, so i'll show you put a leash edition where i all you see here. oh you who eat interesting. linda financial challenge agency for me. she's how do you hi shavani sheila, that is it. you pull down the, you got router, you see, see, he'll be cheated. equal to don't realty a war on then do you me, i the t for crecia. see you go feet on foot, either you go including a waste john. she knew clearly hall, whom you will take assume folder and pull the high south from to clea, a pin gould hardly cheater from here. ah, these kinds of systems exist also in every day payment apps, such as ali pay these algorithms not only measure your ability to pay back money borrowed, but also integrate your consumer habits into their ratings should was higher on the go to my highway mega yamaha. how can you chief omega? she'll or do i old? ha, ha ha ha ha ha ha! the way tune jain assumed which you were your way to her honey. go shoot to one of the scenes. she's your technology shear jr. tango tango and you there you. she alicia, where labs can year talk of him hunt when you the soon you fair job, little into yeah. okay. shall we're talking her she, when she fara, jewel curtain, whether it's even larger you go range of or she yeah. so you go to harder. she this app allows you to judge others based on their credit score. a once private piece of information turned to public. a new social evaluation tool. many companies are developing such algorithms which assess citizens on opaque criteria. a development roundly denounced by this economics professor in beijing. if you're got a wendy law school, let me say you are a b. i could croup from many services, many internet bitterness and even dilute life. jojo big, clued from many opposed to p, denise option days, and also he went, it's hard for you. ah, a daily laugh. because sometimes if, if for some people sinker, you are not sco high lankin system. they sink a, you are not a good a friend or so you some dating website. they also can chew your, i sees him accredited score tada people and hopefully saw when they log scorely we are sinking or not on the label. they're under field tant, we see you finance apps aren't the only ones scanning personal data. public life is under constant scrutiny. by video surveillance, china is home to 200000000 security cameras, often equipped with facial recognition technology. this intersection and jensen is one example of its application of if they elect i think that the tv. oh, something is not going to log in while i took that the did. oh, i don't even have kenneth fairly hook on his own. i mean, you can't stand williams, so suggestion most you'll, to just the golden buzz didn't make it always gulf this installation is a tool for social control. as soon as a pedestrian crosses on a red light, the camera picks up their image and searches the state's databases for an id match . in a matter of seconds, the name and photo of the offender is displayed for all to see on a giant screen shot. facial recognition technology relies on a massive data collected by the authorities on each citizen. ah, the transition to the digital age has been a gold mine for developing algorithms that work alongside smart cameras as the state partners with the private sector. the chinese government owns a lot of big data faces, for example, with a personal day thus. so they would love to be involved in to this be girl development over a i by offering those speak a bit how to work with staffs like os. so this is a system that will develop to force force the for the police department. we have a camera in the glass to fund people in the crowd. so if you are in the database, for example, you are foot it eaves or me, seeing people like a missing children. if you show up that machine will shake. what remind you that you found the people in the database? oh, none of them say about some dinner about cameras can also be taught to analyze a person's movement patterns, allowing them to identify suspicious body language later . so it your leader that up a little further that it ha ha, oh the public area and the system were understand some certain patterns. for example, people start to run or people start to fight, and the cameras and the sound can work to gander, the vision and the sound can work together. if the system figure out the tact i need special. some, for example, are gunshot or people yelling for help. then the system will automatically turn the camera into that direction of the sun so that the system will know what is the accident or incident happen if it don't don't with a horse and they don't either law, the whole city or the system will become like a gated in the game, whatever you do, you are recorded and the system understands what you're doing. so in the future, the city we're understand, the people's behavior evanego crime happens. it's well be stopped in the real time, rather than after worse. total digital surveillance is no longer a hypothetical, relegated to the pages of science fiction thrillers. the chinese government has announced the implementation of a so called social credit for 2020. each and every citizen will receive a score based on data derived from their behavior and habits. to find out more, we spoke to a rare dissenting voice. this renowned historian resigned 20 years ago from the social sciences academy. joe, uh let's hide z, i z a while ago on the chicago. well, 5 shill? acidity? good to go, show it to you for the top now. whole water and the good was empty. why is she at home paid da kyla had side to co well, it was a female laker champ, hotmail. yeah, dog, ha, ha, ha, ha, ha, ha, good on the po, phone bit. just oh was since i show cause i had to go ard on the shower. sure. are you to el paso or made own trump? i assured o one that says i cannot assure he's your boss. so the hard darkening pow order should come called the shunting elite. i'm a one to include torsh i santo true though of the shims of social credit will integrate your online behavior and social media presence. if your friends, the sites you visit or the content you share are deemed nonconformist, your score will decrease. allow your score to fall to low and you could be denied rental. accommodate a bank loan or a job interview. even long distance travel will be curtailed. toppa j i you good. she got the lights, yen dolly ship, she go. yo, yo wasn't ye there and then send me to she. it's hot light. oh, what quick walk gall line, jen, jen cole, sawyer? there has always shandra black. she goes, she'll not say all georgia ruin yet. he but ouch has offered sheila what any pool now she oh, she on dry for la gun nigel, away a shoes and a shovel. ha whites him by a joyful sort. colemander or to the che dia sure. ah, good ja competition that may or g that's usually there shall. could i may made some a comma try know it on lines. yeah. tailored to a warranty. i mean full time until railway, joe, for tara or charlie thomas or tom and to assure you i was whole said jol warren's. i yo hairstylist's ensure gordon, that shadowy chum woods here, lads jagow, dubois. i shall. hi vitale, ma'am. what is it? ignorance or indifference that has kept many chinese in the dark regarding this sinister new development in state surveillance. either way, one can't help a sense of foreboding when confronted by the full spectrum of potential in mankind's ambition is for the future of big data. ah ah ah a with him it's one of the biggest clubs in south america. but its greatest rival is just a few blocks away from mutual dislike between funds formed from a close divide, sustained over generations. most book, a junior supporters of porn into these club colors in an epic feud of rich versus poor. the fans will make football on al jazeera there is a pacific storm slamming in to the west coast of the u. s. highway one. here's the details on tuesday. the brain will make it as far south as so called southern california, including san diego. but it's not just the rain. i will see winds, i casting nearing a 100 kilometers per and up and down that west coast because he rainfall amounts of about a 100 millimeters. this is also impacting candidates, british columbia province, at least the lower mainland, on to stay off to the gulf states. we go temperature slowly, but surely starting to come up. so new orleans at 13 degrees, but you should be team for this year. here's some good news that lake effect snow. finally starting the weekend for western new york state, as those winds begin to shift around. now that cold, we've been talking about it coming out of the us into mexico. so this is mexico city, not the city center, but some of the hills there. i've seen some snow the other days from mexico city top temperature of 17 degrees on tuesday. rain running through the bahamas cuba and for the coast of honduras on tuesday. meantime, we've got some severe storms, eastern paraguay that's going to push into the southeast of brazil, states that have been hit by flooding, including rio grande to sol. so what day and puerto lake ray on tuesday, that's your weather update season. ah, the bolts jen, and his and the police violently professing crisis. these are some of the 10s of thousands of people try to flee. gobble, inspired to program, making. welcome to generation chains, unrivalled broadcasting. white people did not want black children in the schools. we after high forecasted and al jazeera indies, proud recipient of the new york festivals broadcaster of the year award for the sick da running from inside the walls of a west african prison, comes a chance to create to express that emotion. and take the 1st steps towards rehabilitation. renown choreographer shares his passion for dogs, inspiring prisoners to perform and to reach beyond the ill deeds of their pass and the confines of their presence. the dance of thieves, a weakness documentary on al jazeera. ah, this is.