A community and a location based where algorithms are used and the Company Principal has developed that algorithm which was owned by Jeffrey Brown think it was a professor of anthropology and has a long history himself how this thing was created on the on the feeds of afghanistan and iraq directly coming from the border from the war zones and the other piece is operational laser which is a person and a location based predictable policing program laser stands for los angeles strategic extraction and Restoration Program and the reason why its called laser is that the creators of lasers said that we wanted to go into the community with a medical type precision and extract teamers out of the Community Like lead from a decision thats where they came up with the act and thats how they came up with the acronym as people are tumors the exact track to know exactly. What credible and laser claim to offer is a one stop crime prediction shop the pitch is to tell police not just where crime will occur but also who might commit crimes in the future. The l. A. P. D. Was using these technologies to decide where to deploy their police patrols. Focusing resources on socalled crime hotspots flagged by these. So this is all the hot spots for a particular time period hot spots are created by the algorithm the prep for longer where they use the information long term crime history or short term crime history and then they create these 505500 square foot hotspots on what basis how are they deciding this so the world to put it very bluntly theres a lot of pseudo science and knowledge being presented as these computers are released neutral and they would predict when crime may happen. But predictive policing doesnt just flag up a place with laser it also sticks to a person the l. A. P. D. Maintain something called a chronic offenders bulletin these bulletins are undisclosed reports on socalled persons of interest people the Police Believe to be likely to break the law. This risk is calculated using a points based formula based on data from Police Records field interviews and arrest reports this is pulled together and scored by algorithmic software created by the defense contractor pam and here a company with close ties to the u. S. Military. So how do you get yourself on to the laser system so these are the things that identified these risks so if youre stopped and a field interview cards filled one point so if another incident if the police stop stop youve got a point one point community. You get a point this individual was stopped the same day 3 times so the treat for 3 points right there if there had been a previous arrest with a gun 54 inch if you have any Violent Crime 500 parole and probation is 54 and and identified as again as gang affiliated 5 points. When it comes to the chronic offenders bulletin points can mean prison but its not just about locking people up for hemant con the data suggests increased Police Attention at the borders of a historically deprived area called skid row which helps keep the poor contained from the more affluent neighborhoods nearby. So this is like a beachhead so think of the defense of financial district yet from poor people you know when we talk about hot spots you know you will see the dirty divide how the proximity of extreme wealth and extreme poverty coexist right here about 2 blocks from. Absolutely. He was going oh man doing good to me and corey general. Secretary of. The building right there. I meet Steve Richardson who goes by his street name general dogan hes a former prisoner and skid row resident who now works with the coalition campaigning for greater protection for the local community. So you guys have been doing work on this predictive policing stuff right is what does that look like out here on the street to people who live here so protective polish and rolls of a lot of weight because i mean skid row is ground 00 all experiments that happen you know so these poor folks of course so all a little programs l. A. P. D. Spy programs everything that they come out with is 1st tested right here they say 1st last a safer city just right here was grown 110 and a rope maker the most told this community not only in america but 2nd in the world to baghdad got all kind of patrols on skid row so we got the cops on motorcycles we got regular cars we got. We got detail cops theres all polish like a 15 block area what are cops on horses right smack in the middle of the house you know they have no things continue to come out here from a lot. About 80 percent of people here are black right about 80 percent of people suffer from something. A disability maybe physical you know semi or mental and all of us is full of. The most arrested person on skewer was a woman 8 and moody sousa arrested under 80808 times for violating 4118 right 4180 days is up when this bill called to say you can sit sleep a lie on public sidewalk so our only crime was she was homeless and have anywhere to go and was forced to sleep in public space she got arrested 118. 00 times for being 108. Just for just being in public space and it was all over you know based on a lot of predictive stuff like that and the point you you doeg on and you have and are making is that this is a practice that goes way back right over policing in this Community Goes back decades and then that information from that then gets fed into the computer and the computer turns around and says well go back and do some more of the same thing right now and the computer before the information gets in the algorithm is designed for policing so the algorithm would create outcomes that an agency wants to achieve and this is really the key point and the outcome that the agency wants to achieve in this community is cleansing and damage so. We walk further along the tense began to thin out as to the local residents gathered on the sidewalk were its obvious were approaching the outer limits of skid row the hotspot boundary hammond had pointed out earlier. This is like if on the storm a host of hot spots that a person from skid row would be walking into and this is where you will have more policing waiting for people who are for him than waiting for people to give them tickets waiting for people to throw them against the wall right. For people to intimidate and harass and demand to believe the neighborhood. But few weeks after we left skid row the l. A. P. D. Announced that it was canceling the Laser Program the pushback worked police admitted the data was inconsistent but the l. A. P. D. Says the predictive policing tool pred pull is still in operation ringback. So lets think about the incentive structures with some of the predictive policing tools that weve been talking about what does that say about the incentives and the problems were going to have with these tools that youve got counterinsurgency software then essentially use for Law Enforcement purposes i hate to have such a sinister. Interpretation but i think its about opening up new markets to sell this software to 0 and Law Enforcement in the last is you know been a great market for lots of military technology is quite frankly i think that theres actually the opposite incentive to get it they have the incentive to get it wrong Predictive Policing Software has an incentive to make the sale with police so their incentive is to is to make predictions that are as close as possible to what the police already believe is correct so given that its really hard to know. If ai has been tried on representative data or or not if we have real reason to suspect for example that there might be bias than isnt there a question about whether the system should be used at all well i think thats the fundamental issue is that were seeing the deployment of all kinds of automated decisionmaking systems or ai over we want to kind of characterize it and we dont know the effects until after the fact after the damage has been done is primarily how were learning quite frankly about what doesnt work and i think it goes far beyond bias i mean were talking about aggregating data about us Building Data profiles that for close certain types of opportunities to us and whats more dangerous i think in the digital age about this is that you know in the 1950 s. If you tried to get a mortgage or you were black and try to get a mortgage at a bank and you were discriminated against you were very clear about what was happening that discrimination was not opaque and when it moves into a Software Modeling system what instead you have is a banker whos like you know im sorry dr noble you just cant have it and i dont really know why and so that lack of transparency is one of the things that i think were kind of trying to contend with here and this just becomes a wholly normalized process we dont understand or with you know the the models for actuarial science for determining whether youre going to pay more insurance for example because you live in a particular zip code doesnt even account for these histories of racial segregation housing covenants real estate covenants so just because we look at the zip code that doesnt tell us about this long history of discrimination that has sequestered people into particulars of codes those are the kinds of things that i feel like over time become harder and harder to see i think one of the things that i find. Worrisome is that we talk about data being collected for these kinds of systems and for the most part they just collect of some completely different purpose it just happens to be there in policing data is created by the police doing what they do theyre driving around theyre stopping people there occasionally arresting people and so forth that data gets produced and then is used in a predictive policing model its not collected for the print predictive policing model thats a 2nd order effect thats used because the data is already there and it turns out that it is a terrible way to predict where future crime will be because what police do is not collect a random sample of all crime they collect the data they can see this is true in most of the places where people are applying i think it is useful to detect where bias is happening and simulation can be important that i think thats true however it doesnt necessarily allow people to have again this conversation that i have been discriminated against its just sort of leaving the expert analysis to make that discovery when in fact there are a whole bunch of people that wanted to be homeowners or you know wanted to move house and they dont really understand why these decisions are happening so as a Data Scientist whats your take on this how do we build a kind of test for when its appropriate at all to use Machine Learning and when its not the question should be who bears the cost when a system is wrong so if we unpack a particular system and we say ok were building a Machine Learning system to serve ads and the ad that were serving oh this customers searching for sneakers but we served are boots ad. Oh dear we are wrong there no one cares thats a meaningless meaningless problem the consumer could care less we get along ads all the time were trained to ignore them lets compare that to a system which makes prediction about whether or not someone should get credit. In a credit based system if were wrong the consumer who should have gotten credit doesnt get it or the consumer who should not have gotten credit does get it in both cases in particular in the case where someone who should have gotten credit does not get it that consumer bears the cost of the air she doesnt get whatever it was that she needed the credit for to buy a house or a car or Something Else the company that failed to offer the loan may bear a small cost but there are a lot of customers so they dont really bear much of a cost and so when the customer bears the harm. We can predict that the harms will be greater because the people deploying the systems a little incentive to get it right. We know that if people of color are over police or poor people are over policed and over arrested they are also likely to be over sentenced. Machine learning isnt just used to predict crime its also used to decide whether a person should be given bail or how long a sentence a prisoner serves. Criminal courts in the state of florida and use a predictive Sentencing Program called the correctional offender management profiling for alternative sanctions compass. In 2016 journalists at the us news outlet pro publica investigated compass and discovered an apparent racial bias at the heart of its algorithm. Investigative report and one of the things that they found in their hand a review of all of their records was that africanamericans were twice as likely to be predicted to commit future crime i found it incredibly interesting for example the story of died one of the reporters told that there was a black woman a young black woman who had taken a bike and one of her neighbors frank ahrens and kind of ridden it around and the person here on the bike said bring that bike back and so she did it but a neighbor called the police on her and she spent 10 days in jail and the Compass Software gave her a score of 8 out of 10 that she was likely to commit a crime again and that and they looked. White man who had a history of Violent Crime of history of being in a. Now out of jail and the software gave him 3 years so he was more likely to be replaced but. Once again the bias in society was revealing itself in the machine. Brazil a bastion of Economic Development and a key player can a shifting global order a country thats become an increasingly attractive destination for african Migrant Workers viewfinder in latin america follows an angolan migrant who turns to music once his brazilian dream encounters hardship and racism open arms and closed doors on aljazeera. The latest news as it breaks local communities here importing are very frustrated because the lack of post Storm Services with detailed coverage this last night of the flag though people often see this struggling to make ransom notes and just want a better life from around the world as agassi has been offered to those who rebel against the government often called except those involved in human rights abuses a war crimes. The truce to move the futuristic bullet train that 1st drew me to japan almost 2 decades ago trains reflected. Kind of things that occurring around it japan is aging the birth rate is falling and the lines and losing money having experienced both the rule railway and high speed i hope the one will not be neglected to the other off the rails a journey through japan on aljazeera. Holland has in doha the top stories on aljazeera saudi arabias crown prince has blamed iran for the explosions on 2 tankers in the gulf of oman thursday iran has dismissed accusations that it was involved its some of the British Ambassador after the u. K. Backed the claims yemens hooty rebels have launched drone strikes on 2 airports in saudi arabia claiming to put them out of service but riyadh says its air Defense Systems brought down one drone headed for airport near yemens border has retaliated with air strikes on the yemeni capital sanaa mohammed will haiti is a member of the hoot these Political Office he says the group was attacking saudi arabia to force the coalition to end its war in yemen well i have a. There is a clear contradiction from saudi and immunity media because theyre always dumbly the significance of these drone strikes but in return they rushed to urge the International Community to stand by them in condemning the attacks in a bid to stop us from carrying more strikes but that shows that these drone attacks are the right thing to do because the dent of the day only this will end the saudi and u. A. E. Aggression against yemen every time we meet International Officials we only hear them focusing on our missile and drone attacks and this is again shows that only this operations will be the way to end this war protesters in hong kong are returning to the streets despite the government putting controversial legislation on hold they want to complete would draw an extradition bill they fear it could allow critics in the semi autonomous territory to be sent to Mainland China for trial u. S. President donald trump has accused the New York Times of treason after reported the u. S. Is increasing Cyber Attacks on russia the article quotes former and serving government officials who say the u. S. Has hacked the russian power grid report says that all this is part of an aggressive Cyber Campaign partly in retaliation against what it called interference in the 2800 midterm elections. Health officials in the democratic republic of congo have suspended vaccination campaigns against measles and other diseases in the northeast the region is struggling with an outbreak of the fall of virus Health Services say theyll prioritize vaccinating against ebola until the outbreak is contained those are the headlines youre up to date right now its the big picture. I. Meet. With you know. The risks of bias baked into Machine Learning arent just confined to law and order. Upon release prisoners must reintegrate into a world that is increasingly automated. Today for them as for you and me opaque computerized systems will help decide their access to state welfare to private finance and to housing take Credit Scores these are shorthand for a persons financial trustworthiness in many ways Credit Scores are the gatekeepers to opportunity and increasingly theyre produced by algorithms fed on data blind to context and history. If that Credit Report comes back with a low score that means this individual is supposedly a high risk so you begin to sort of just go around in a circle. Low credit score criminal background cant get housing because you dont have housing you cant get a job because the job that youre applying for requires a permanent residence. There for a ged and are stuck in this cycle of an opportunity youre at the whim of a machine driven system that decides on the basis of different criteria that are on the notes to you. This is one of the darkest topics of our era theyre human biases in targeting on the on the battlefield their human biases in who gets loans their human biases in who is subject to arrest and these human biases are horrible couldnt we fix it with algorithms that wouldnt be biased but then it turns out the algorithms are perhaps worse the algorithms have refined the worst of human cognition rather than the best because we dont know how to characterise the best. I went to the work rebooted conference in the heart of the Tech IndustrySan Francisco california to see if a i could be used to bring out the best in human endeavor some people are going to do well some people can do less well i met ben prng who heads the center for the future of work at cognizant a Multinational Corporation specializing in i. T. Services. I know a lot of people are anxious about the whole notion of bias within the algorithm and so one of the jobs weve speculated on little be creative is what we call an algorithm bias order to which could be a sort of morphing off of the traditional kind of cool order row to make sure of that the reason unconscious bias within. Algorithms are going into production environments within big businesses so that people can reverse engineer decisions made by software you do look at Job Opportunities opening up you know have said that you do anticipate some job losses in certain areas yeah occluding some that actually people you think havent seen there is a class of new software theres a motion the last couple of years in the industry its called reports of process automation. And you can get a team of 500 people down to 50 people thats the reality of whats going to happen in big business is that a lot of that kind of white collar you know skilled semi skilled work mid level mid skill level what is going to be so you know is replaced by this kind of software in the snake denying that some people will be kind of left behind in that in that transition so what other jobs do you think that ai might open up in 5 or 10 years time so we came up with this job we call a war could talk which is this idea that you know in a lot of. Towns around the world certainly where i live in massachusetts lot of seniors theyre very isolated so what if there was an imbecile platform where. People in the neighborhood could log on to the platform ive got a spare hour on a tuesday afternoon or saturday morning i could go and walk and talk with the senior in my neighborhood so People Living in the kind of gave the economy a living a kind of portfolio style set of jobs they maybe drive. They maybe drive a lift they maybe do their house through the they may do things through task rabbit what if they could literally monetize that spare time they have to go and walk and talk with a senior that doesnt sound like a Technology Based job but that would always ride on a ai infused platform in the same way that. Most of the people who do care work are women and women of color and guess what guess whos been taking care of other peoples kids sense they were in slaved and brought to north America Black women this idea that somehow these historically oppressed suppressed communities are now in some type a better situation because theres an app interface between them and the new people who want that work done and then call it a fascinating new gig ng opportunity i think is just completely nonsense the experience of marginalized people basically foretells whats to come for the entire population degrees of control lessening of autonomy. A real difficulty in confronting and sometimes resisting these systems. Some say if you want to know whats to come with ai you need to look to china. The chinese want to be the primary Innovations Center for. Seen as both a potential driver of more social instability but at the same time the Chinese State thinks that i can use this tool to call social address. China is home to 1400000000 people its Capital Beijing has more surveillance cameras than any other city in the world facial Recognition Technology is woven into everyday life getting you into a bank your residence checking you out at a shopping till 800000000 Internet Users and weak Data Protection laws the Chinese State has access to colossal amounts of data and chinas credit scoring system aims to go far beyond finance. There is this ambitious goal to have a National Unified social Credit System that would assign a score to citizens to judge whether they were their behavior was politically acceptable or was socially desirable. The plan is for all chinese citizens to be brought into the social credit scoring system in 2020. And uses data everything from financial records and traffic violations to use of Birth Control and processes that data through algorithmic software to give people a score for their overall trustworthiness. A high social credit score can mean better access to jobs loans travel and even Online Dating opportunities. Can mean being denied some of the modern benefits of citizenship. Probably the most troubling aspect of social criticism is not necessarily the social Credit System itself but actually the application of some of these facial Recognition Technology is to expand the surveillance state and to check behavior of citizens in the Western Region of job where at. Minorities waders have been disproportionately targeted in terms of their location being tracked 247 whether theyre going to mosques which areas of their traveling to and that has been powered or is in the process of you know empowered by facial recognition algorithms being connected through security integrators. Autonomous region is home to chinas weaker population. And ethnic Muslim Minority that has faced systemic forced dissimilation. A small fraction of the weaker resistance to this oppression have turned to violence. Including attacks on civilians. Leading president g jumping to embark on a socalled peoples war on terror. Aimed at stamping out weaker separatism and imposing a secular ideology. New an ai led technologies particularly facial recognition are the latest weapon in xi jinping crackdown. Some reports have indicated that it was a database that tracked 2600000 residents. Tracked where they were going and that database had labels of sensitive locations like whether theyre going to a mosque or whether they were going to this particular region. So that was updated on a 24 hour basis and that database had i believe more than 6000000 records so it showed it was tracking these people real time waders are now in reeducation camps. So thats a pretty significant departure from normal life where youre forced to study in a camp and repeat party montra. Its a stark picture of how Artificial Intelligence can go wrong the Chinese Government deploying ai to track and suppress its own minority populations. Facial recognition checkpoints engine junk use deep learning technology to identify individual leaders cross checking them with Data Collected from smart phones to flag anyone not conforming to communist party as unsafe a threat to state security. Has become a test bed for authoritarian. This harsh system of control may seem a world apart from the west but systems like social credit actually have some parallels. In some ways if you think about the origin of some of the signs the social credit coming from some of the major private businesses in china how different is it really from a kind of experience or an equifax or one of these set of Credit Rating agencies that actually do collect also very granular debt on westerners and in that data is then shared with all kinds of other entities and used to make consequential decisions in current operation i would say that there are different i think the difference will be when its not just your Financial Behavior one its also your social your Political Behavior that gets observed and oftentimes the social Credit System becomes a projection of our own fears about what is happening in our societies in the west where its not necessarily what is subjectively happening in china that is important but its about using whats happening in china as a way to project what were afraid of. So when i think about chinas millions of wiggers being tracked 24 sevenths by a and potentially put into reeducation camps i think about the black community in the United States i think about predictive policing and i think kind of east and west one of the problems and worries about with ai is the way that it gets road tested on communities of color in the form. The way these technologies are being developed is not empowering people its empowering corporations they are in the hands of the people who hold the data and that data is being fed into algorithms that we dont really get to see or understand that are opaque even to the people who wrote the program and theyre being used against us rather than for us. Theres this incredible informational imbalance isnt there that even as a handful of companies are acquiring more and more and more detailed information about each of our intimate lives weve got in some ways less and less information about them in the way that they operate its nonsense when you think about the way in which fraud and corruption are words that get pointed out poor people who get tracked into these high highly surveilled systems. If they dont participate they actually have no other option you dont get food if you dont participate you dont get to go to school if youre not in the system properly tracked and so i think these kinds of things are. Are the questions again and that also might need to be regulated you know beyond kind of the technical regulations one of the limits there is that so much of the pressure or focus in those movements is about perfecting the technology instead of thinking of more broadly about like what are the values that were trying to implement and. Who are they in service of now see to you worked a little bit with the Obama Administration didnt you on trying to determine how we make some of these Automated Systems more accountable to us did you find that that was a useful exercise how did that go i think there was a genuine interest in and thinking about what might be harmful what might be helpful what should we think about it now in order to forestall or prevent particular outcomes that we cant undo thats right further down the line and so there was a lot of interest i think whats happened since then is there has been this increasing crescendo from industry saying these technologies are inevitable whether or not you like it theyre coming. And what that creates for members of the community for citizens consumers is increasingly a sense of despair resignation well we might not be able to do anything about it. And given that increasingly it looks like governments are actually punting to Corporate Governance structures or cut Corporate Governance bodies it can create a sense of despondence id like to pick up a slightly different but i think related part of that to do with a im the kind of supply chain and actually the labor that is involved with some of this Artificial Intelligence because i feel like the phrase ai sometimes kind of hides like a lot of human labor thats used to make a given system work right so youve got people in kenya whove got a label images to train software for self driving cars or people in phoenix right on very little wages looking at videos that would come up on you tube looking basically all day every day at a stabbing or a beheading so that that stuff can be taken off and you and i dont see it on our social media feeds is that one of the kind of problems we dont see a hidden problem of some of the Artificial Intelligence economy that theres a lot of human labor that is required to prop it up surely you dont see the data janitors who pay the day theyre not the ones that are. You know in our line of sight as things like silicon beach expands we dont see the sort of this aggregated geographically dispersed nature of these ai companies and who all is involved in making and cleaning data right and i think thats thats highly problematic because it is contributing to this sort of magical or that surrounds ai can do all of these things efficiently and instantly and yet theres this whole kind of body of people that contribute to that and the fact that in many cases their labor rights are being disrespected i think is also a cause for concern. Yeah i mean i think we know now for example from researchers i think of my colleague at u. C. L. A. Sarah roberts whos done all this work around commercial content moderators bringing them out of the shadows so that we actually understand that there are huge. Dispersed Global Networks of call center like environments where people are doing this kind of moderation that you talk about. You know one of the reasons why i think we previously didnt know about that is because theres such a deep investment by you know the sector and thinking at least in the u. S. Contacts of the internet as a free speech zone for example and that anything goes but of course we know that anything doesnt go i find it always interesting when i hear the Machine Learning experts talk about how how crude in many ways things like kind of visual mapping is like you know is a table a table is the cat a cat right still trying to figure out these really rudimentary kinds of questions and yet when we see tech leaders in front of congress they say things like were going to take down you know damaging contents of violent content content you know live murders live suicides with i sed to protect workers and i think you know thats really interesting because ai is not there. Corey right to me. The role of ai in medicine is to. Make better predictions but to make the doctors lives better if you just look at the camera and smile. But there are some fields where ai is already there and has the potential to do great good. It could well transform the way we Practice Medicine a lot of what were trying to do in Machine Learning or big data in health care is to predict these healthy to disease transitions so really tracking your trajectory over time right and use those think id trade. So lets have you think about bills on here at the lab 100 clinic at mount sinai hospital in new york city and relax i go through and ive driven health check that generates a heap of data so now im going to hear results right providing a more complete understanding of my physical well being. With access to this kind of information doctors could save lives and potentially millions of dollars along the way one of the most mature areas in medicine is the application of ai to imaging data and to actually deep learning came from Image Analysis and video analysis so it was really well tuned for that type of thing so an example looking at radiology images and diagnosing a tumor or you know finding a hip fracture those tools were already well tuned for that task i mean finding cats and videos but i think whats clear is is that the ai is at least as good and men and sent many cases in reality as a human is equivalent to a human radiologist might be more like Airline Pilots in a way so Airline Pilots are kind of there for you know takeoff and landing and then the plane flies itself for the most part but i think what radiologists are going to basically be doing is looking at the radiology image and basically rubber stamping it for. Legal purposes really until we solve that problem with ai. Ai that prevents disease what could be better but in a world where people have to pay for health care what would be so great is that private Companies Use your ai Health Profile to charge you more with. The future of ai and health doesnt just depend on the tech it depends on our values is health care a human right. Should a person predisposed to Heart Disease or cancer because of their low income or ethnic backgrounds have worse care than those better off. The aim should be decent standards for all not a 2 tiered system. There are so many positive potential applications of Artificial Intelligence that would change the world for the better one is a very obviously the pattern recognition that ai is good at has proven incredibly good at spotting malignant tumors incredibly powerful and inspiring medical advance that ive seen some papers on just in the past year but the technology is going to shortly underpin all aspects of our daily lives very shortly some form of Machine LearningArtificial Intelligence will determine whether somebody gets the loan whether somebody gets a mortgage whether somebody gets bail whether somebody gets paroled and as weve seen it may well determine matters of life or death in a military context so the stakes could not be higher the quality of your Decision Making absolutely depends on the quality of the material that is coming into it and we have seen in other uncertain human contacts such as policing that in math data rinsed their Machine Learning algorithms has a distressing tendency to replicate and accelerate all of our preexisting human biases. If you have a whole. Technological culture infrastructure a whole language that emphasizes the lack of human responsibility and instead emphasize a system where there are these artificial agents we pretend they have agency but whats really going on is received a trick to manipulate each other then theyll be more and more trickery and manipulation and if we want to reduce things like turn attacks we have to emphasize human responsibility. The drone attacks that killed my clients family showed just how much responsibility were handing over to technology. But we can take that responsibility back our curiosity and drive to innovate has been pushing the bounds of what we can do with Artificial Intelligence for decades. As ai is used to make more and more decisions about us from targeting to policing to social welfare it raises huge questions while i would be used to target minorities or clean up our air will it destroy our privacy or treat disease will it make us more unequal or fight Climate Change these are questions that should be decided in the boardroom of a Software Company what happens with ai is everyones business the world according to ai is our will and its up to all of us to be sure its a just one. How they werent proper someone after me round west was full of fancy you wouldnt expect to see very much in the sky there so shells around a bit to the north in turkey in the caucasus a bit of water evaporate from the caspian suggest showers can go eastwards towards kyrgyzstan however its going to be dry i think during sunday and throughout this region through tech runs down the green here suggests in armenia and georgia pasta turkey showers and they are thunderstorms we are as likely but the south that not to runs at 35. 00 baghdad being near to sea level up to 46. 00 in the dust is still blowing a ride but the wind is not staying in any one direction is on the shore for beirut that gives you a reasonable enough feel to the air but 43 in baghdad would just be hot and dry and given the change the wind direction further south the feeling in doha with this cloud of a could well be an increasingly humid one and thats because of catching a lot of these cars coming up from the arabian sea was a tropical cycling still wandering around but its not as we drive a land and i think rather less cloudy or hotter monday. Arts. Al jazeera to cover just. Feel is watching i forgot reports see africa as it is. Probably. A good way if we take our time getting to know the people we meet the soldiers are exploiting a convoy hit the road and say you see in the cusp on as i was. Reading telling stories ultimately its not just about aljazeera its about the people who tell the stories about. Crowds are gathering in hong kong despite the government putting its on popular extradition bill on hold. On hasnt taken this is as easy to live from doha also coming up. Yemens hooty rebels launch attacks on 2 airports in saudi arabia one of them for the 3rd time in a week. Another waiver extension for iraq but what happens to its Energy Supply when the us finally calls time on trade with iran. A football legend and a target of racial abuse australias difficult relationship with one of its greatest sports. We begin in hong kong where protesters appear determined to force the extradition bill to be scrapped altogether large crowds are gathering again a day after hong kong chief executive kerry lamb suspended the bill but that wasnt enough for the protesters the proposed law would allow people to be extradited to Mainland China. Is on the line with us from hong kong so sara judging by the huge numbers of people filling the streets there. They remain determined to get this bill gone for good. Victoria pockets is where this rally is beginning it is always look slowing others have to stop its not only fitting because of the numbers now this is a sign of what happened last week when we had 1000000 plus on the streets much of the same victoria positrons the government headquarters. 6 much excited for the organizers are suggesting hundreds of tens of thousands but also the streets around that area oh old school. Section just need people still plotting on that trying to get to this rally point now weve got down at the other end. 9 of Council Building this is where the rally was so weve got hundreds of places that are tied and certainly cooled off some around the government has put in place a standing by to avoid. Some of the symbolic confrontations like meeting. Families up in children i think students because of the Exchange Rate is in the activists saying all along the prodemocracy groups a the trolley and they keep in mind this time is number one pick a lamb to. D one of their list of criteria. The quickest thing is i want this particular traditional. Pensions of the 2nd reading but i want this bill virtually all together and so you mentioned the Police Presence there was what was felt to be. A heavy handed response by police in those last round of protests weve been to gas and rubber bullets and so on so presumably all eyes will be on them and how they deal with the protests this time round. Yes exactly and the protest is just about its not just about i should say the extradition laws. And requests to. Carry lanterns on this march and this protest is also against what some people saw being at the school you properly quote it. Had to be to you rather you can come from which one was last sunday when we saw the 1000000 people i dont know more of the younger. And probably kids around government and thats where we still get these the violent violent confrontations between the police we had 150. 00 rounds of. Kind of 6 fired on that rally we had one bullet well we had 7 years we had i think people injured so these people to die a calling for this to go on sunday. A a calling for the police to not experience principles and they also want to bring them to apologize for what they describe as it was used on our young protesters that rally. All right sarah clarke. There and we will continue to monitor that story as it develops they see the live pictures of people filling the streets of hong kong there and look to be very large numbers they are determined to get this extradition bill scrapped this extradition bill that they say would allow any opponents of the beijing government to be extradited to beijing and the court system there. To stop that so well be monitoring that those protests for you as they go on throughout the day. A homecoming has enjoyed up to now a degree of autonomy since its handover from british rule to china in 1970 the chief executive who functions like a Prime Minister but is chosen by a 1200 Member Committee is currently made up of mainly pro beijing politicians and business leaders. China calls it a one country 2 systems principle on kong it has executive legislative and independent judicial power under whats called the basic law a communist Party Leaders in beijing have the power to interpret any clause in that law in their own way a crew members of one of the vessels that was the target of explosions in the gulf of oman have now arrived in dubai their accounts will help determine what caused the incident one of the ships owners has said his crew saw flying objects moments before contradicting the u. S. Version of events iran has denied any involvement and summoned the British Ambassador of his support of the u. S. Allegations saudi arabia is also blaming iran and has called for swift action to secure oil shipping routes saudi jets have hit targets in the yemeni capital sanaa after the rebels attacked 2 saudi airports riyadh says its Defense Systems brought down a drone headed for new yemens border shall abella supports. Is a single runway regionally a port despite being in saudi arabia this week it has been at the heart of the war in yemen who the rebels have launched multiple attacks against the us 100 kilometers north of the yemeni border on saturday the group claimed drone strikes against military hang is and control rooms in airports and then for the 3rd time this week again airport saudi arabia media says the strike was food by Security Forces well i have a. Few that is a clear contradiction from saudi and immunity media because they are always dumb play the significance of these drone strikes but in return they rushed to urge the International Community to stand by them in condemning the attacks in a bid to stop us from carrying more strikes. This shows the moment a Cruise Missile hit airport. Who things have labeled it a strategic enemy target one of 300. 00 they plan to bomb several saudi airports have been targeted in the past year including the king her lead International Airport in the capital riyadh its part of a grand plan by the rebel group its a skill a ship is tensions have risen between iran the u. S. And its gulf allies. Every day we have a goal and we will not rush to bomb all the targets who bomb the targets that we think we must bomb and a specific time we will threaten them as they threaten us and we will close their airports as they close our airports and close their ports as they close down saudi arabias crown Prince Mohammed bin selman responded on state media we supported all if its to reach a political solution to the yemeni crisis but unfortunately the hooty militia would rather work for the iranian agenda and irans space interests over yemen and its people. The Us Saudi Arabia and its allies have consistently blamed iran for the yemeni crisis critics temper the connection to tehran the situation in yemen has its own internal sources of of conflict in tension you know if you run hypothetically wouldnt exist you would still be a problem within yemen with respect to who these demands for recognition representation and distribution of resources to who things are making those demands increasingly clear whether theyre firing iranian made weapons or not they are i ming and saudi infrastructure shelob ellis. Sudans former president obama to be here could be brought before a court as early as next week chief Prosecutor Says bashir will be referred for trial unless he files an appeal in the next few days former leader is facing corruption charges he was deposed by the military in april after weeks of protests against his 30 year rule and his government. A deputy head of sudans military Council Denies reports the Transitional Council is not willing to sit down and talk to opposition leaders pushing for a civilian run government and that there are good luck in doubt it was you know who on anyone who tells you that we ended Transitional Military Council are refusing to negotiate is line we are the ones who want to resume the talks but based on your conditions you know we get our power from you and you only theres no other one we can count on but let me say it again were not rejecting the resumption of negotiations is the other side. Hundreds of sudanese expats its a protest in london calling for sudans military council to stand aside theyre demanding that governments including saudi arabia end their support of sudans leadership after more than 100. 00 were reportedly killed in a crackdown on a rally in khartoum that in baba reports. Well this is the 1st stage of a protest has brought hundreds of sudanese nationals onto the streets of london hey were outside the United Arab Emirates embassy thats one of the governments but the protesters accuser propping up the military rulers in the hard to miss a lot of anger but theres also a lot of solidarity being expressed they fear going out on that on bones because they feel you know yes indeed they fear of being killed by so many places they will make here and maybe i think capital on the last day of number one if youre a young saudi arabia are donating to see the 1000000 dollar bill down our military counsel hunt who gentile onto the django he undoubtedly shouts and these are the people now standing against the will of the people. Who during the process we got the news that the chief prosecutor in sudan had announced for the president bush who was to stand trial cases were big open the gates dozens of other former government officials so we took the chance to ask some people here what they made about. That might be able to. Save even public doesnt see what was only the side that was funny yes thats because this is like the never do anything and the machine no. See if any c. D. s like c. D. s action youre going to get to see him. Off to passing by the Egyptian Embassy the protesters have now ended up outside the embassy of saudi arabia another country that they calling on to stop supporting those in power and a call to a while back home theres a crackdown on protests these people see it as their responsibility to carry on what theyre calling their revolution. Still ahead on the philippines president demands answers after fishermen were left stranded at sea when a chinese ship ran their boat plus. The big reasons why. You dont have to count because you dont have to reconcile with cash a new trend in the u. S. There may