The nuclear deal 2 years ago and so members of the council are arguing particularly russia and china that the United States doesnt have standing to make such a claim because it withdrew from the deal unilaterally it cant now come back and claim to invoke part of that so theres no clear Legal Mechanism to settle this dispute in the council if the United States decides to go forward in that way this could be really. To mortuus time for the Security Council and theres no clear mechanism for resolving the dispute aljazeera as i said bay has been following the story from tehran he says iran of the treating the failed bid as a win for the u. S. Even going into this vote at the United Nations to extend the arms embargo we had had some strong rhetoric and language coming out from the iran president Hassan Rouhani had warned of a crushing response if the arms embargo had been extended from mr divides the reef had said that the u. S. Approach was feckless and unpredictable and now weve had rain in a busted to the United Nations call it a day back to the rains will very much see this particular back to let the United Nations as a victory for themselves and use it to show how little support the United States has in its approach to iran but also could be used domestically by the iranians because this 2050 nuclear deal did have total support across the political spectrum and president Hassan Rouhani and his government did take their political reputations to take a hit when donald trump pulled the United States out of that deal so this will be seen as iran as a diplomatic victory over the United States well this comes as the u. S. Says it sees doraine in fuel headed to venezuela it claims the cargo one for tankers amounts to more than a 1000000 barrels of petrol its biggest ever seizure irans denied any connection with the shipment both iran and venezuela are under u. S. Sanctions but iran says the u. S. Is lying about the seizure of the vessels and denied having any connection to irans ambassador to venezuela has called the move propaganda a psychological warfare. I. Know right now there is nothing planned because we havent had a request from our venezuelan friends as they are reactivating their own refineries u. S. Officials are experts in fabricating lies and carrying out shows in the media i ask you who is the bigger victim of terrorism the u. S. Or iraq tens of thousands of people are protested in better routes for a 6 day over the disputed president ial election and a Violent Police crackdown the European Union says it will initiate sanctions against those responsible for violence arrests in florida in connection with the vote after a meeting of its Foreign Ministers. An investigation is taking place into decisions made by the head of the u. S. Postal Service Congressional democrats say it may have slowed deliveries ahead of the election as expected to be a huge rise in mail in voting in the members president ial vote 2 to the pandemic President Trump said the voting method is susceptible to fraud but experts say any kind of vote rigging is extremely rare in the u. S. Turkeys president is threatening to suspend ties with the United Arab Emirates after it reached a deal with israel to normalize relations as part of the u. S. Brokered agreement israel will suspend but not scrap plans to an expanded any in territory egypt yemen and bahrain have welcomed the move palestinians though say its a betrayal to their cause and they have been protesting against the deal in occupied East Jerusalem they gathered in the courtyard of the al aqsa mosque compound and trampled on pictures of Abu Dhabis Crown prince and the emirate. And british tourists in several countries are cutting their holiday short theyre scrambling to return home to the u. K. Said it would impose a 14 day quarantine on arrivals from the netherlands malta and france starting on saturday and ice to make it one 160000 british tourists are in france in the corner was announced those are the headlines the news continues here on aljazeera after day to that stage in terms of watching. Right now at this very moment Artificial Intelligence is trying to figure out exactly who you are. Mimics our thoughts and emotions. Analyzes ourselves to decode our genetic material. No task is beyond its capabilities ai is even learning to drive our cars for us. Ai controls robots that work more efficiently for me to do. So where does this leave us in this new world of artificial minds. In the last 10 years we have developed an inseparable bond with our cell phones. 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 geotagged users every 60 seconds. Surveillance cameras scrutinize our every move. A known entities siphon our data from Public Wifi Networks sensors in the roads we drive on record our journeys. Elites traffic predicts the weather and records pollution levels. Our frenzied Online Activity generates an avalanche of data. Each minute we make 3300000 posts on facebook 3800000 searches through google and send 29000000 whats 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. In new. In paris 15000 participants spent thousands of euros to attend a trade show and big data. Events like these are big business and you dont want to be the one missing out modern ai systems fed by colossal datasets are Opening Doors to lucrative opportunities. Machine learning revolutionized development that is machines capable of teaching themselves without human input. Over the last 5 years this technology has transformed ai 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 paris based startup has developed new facial coding technology. 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 of those who say they were and he told directors to. Get 20 posts on this was back to those johnny need to take a. Look nose or go eat. Them to still get to set a homicidal circle worst song. Possible. Dont get on the plane. And then a little more goes on. To sit in with your leisure what a shock is that there are. At least this. Is. On the move should or tourists like to meet him so will i dont thats a valid reason to and what your pitch. For europe was offered. But it was going for saddam it was so critical. This algorithm is not limited to commercial applications. It can also measure peoples reactions to politicians it was tested in the last french president ial election cycle during a televised debate. d over them all the not to take a break the news of a good movie. Could be cost efficient could you and i print it out if he did a con the deck usenet and a prison with. Netted a pretty much all negative. Look on the data the supposed. But didnt when my son he kept if he just sits on the all star. To make such an algorithm effective it must be fed millions of datapoints. The gods of the mega data world or the big 4 google amazon facebook and apple. We had a desire to see it in action. Here google has built its Largest Research center dedicated to ai 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 the recent years and it makes possible what was impossible just a few years ago. Machines are learning in a different way from humans so you need to see a lot of examples to understand what theyre seeing on a photograph for example if you are teaching at a computer to recognize a kathryns image you need to show its a lot of examples and. The system would try to take a guess it was a new pictures and every time it would make a mistake for example mislabel a dog for a cat it would the just the berman a tiny bit and then after seeing probably a 1000000 off examples the system foods norn to differentiate between cats and dogs as well as people do. When hes by next making the next thing on your calendar is today at 1 pm its called context. He leads a team developing a next gen voice command assistant a project very much in keeping with the ambitions of big companies. Thanks to progress made with image and Voice Recognition the assistant can answer any questions a user could ask who printed this. Riso was created by leonardo da vinci. Translate this this might be right check out the translation. How many calories as it hath there are 95 calories in one medium apple. This Virtual Assistant slips into the heart of your home as a smart speaker. Descent gets better the more you use it it both learns from the interactions more personalized to words my needs but also i can teach things to the assistant for example i can just say ok google my Favorite Team is barcelona. Ok ill remember that you said my Favorite Team is barcelona and now your system to remember and on from now on i can simply say my team when is my team next game or things like that people do not need to learn how to interact with machines they cant just say you know you can just say hey you will order a taxi for me it makes the services and benefits are really to be adult about to all people ok google how is the traffic to my home. On your way home traffic is light as usual is 28 minutes by car ok will remind me to call mom when i get home sure ill remind you on your phone when you get home when dad works out there really at the human level or that the same way that humans interact between themselves then then these types of technologies is available to everybody. I have an optimistic view on the future and i believe as a tremendous opportunities seen Artificial Intelligence rest till in the early days of the field but weve seen that its going to tackle some of the largest problems in the world. The dick knowledge he has an ability to find patterns in complex data sets is that humans could never do alone so this has huge implications and as a technology has an opportunity to help researchers in the different failed to tackle some of the most difficult problems in the fields of medicine transportation us. Me and elsewhere. To transport to the stars the applications for this technology seem limitless. To find more concrete applications he had to a so called smart. On the way we noticed airports increasing reliance on ai systems to manage the flow of passengers. Planes themselves will soon integrate systems 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 but heavily on an investment in ai systems for logistics. The old docklands are now the smart docklands a model for future urban development. And we are at the Silicon Valley of europe in dublin you just look at the dock runs here you know some people call it the silicon docks and weve got world leading Tech Companies you know within 15 minute walk youve got google with 6000 employees youve got facebook youve got eric b. And b. All trading x. And value for the city and building great partnerships in relationships on our Smart City Program as well. As lots of big trends like big data internet of things Machine LearningArtificial Intelligence what you do is take that data back you know crace insights from that data on and in almost real time make decisions based on that data and were 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 its citizens. Some applications are quaint like this martin 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 the town experiencing an economic surge. The council has installed cameras and sensors across a number of key locations. They record the flow of pedestrians bikes. Buses and cars. But how do they manage this huge flow of data. Brendan obrien runs the team responsible for traffic light operations. Many towns use 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 pulse reports tools for that is what its doing what route is it on is it in congestion is it stopped or that will stop. Will see the slowdown in both movements and that will actually allow operators here to the fact that those problems which the buses are experiencing but that in turn means that all their traffic is experiencing as well i so whats happening this morning it looks a bit congested there in a few patients yeah the data showing us actually suggested here this morning. As well here so that this should become it if you are here and im already longer secure at the moment and i just filled in a question for you our system is a self learning self calibrating system most of the time the system works away in the background by itself and ultimately 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 arise. Predict whats going to happen next we see all these vehicles coming in you know. We go for the next half an hour and say oh i think here will be congested here will be congestion unless we take some action thats kind of using all that information and using multiple data sources to really find a passion. Find a pattern they can then see what to do next the city authorities are sitting on an enormous pile of data but they dont have the means to fully utilize it. They have therefore joined in partnership with i. B. M. Which opened a research station just outside the city in 2011. Once that investment is made then you can do things like sensor rising entire Road Networks and actually 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 Ai Development they are constantly refining and analyzing a huge range of inputs to find hidden correlations amongst data sites. I mean just to look at they took from various sources. The main challenge is that the data are very heterogeneous. Each tells you a small part of the complete picture. Its very hard for us to tell you 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. I. B. M. Has begun integrating posts made on twitter to its algorithms data feed that twitter often allows you to associate geotagged tweets about an event such as there was in a concert in 73. 00. People are leaving this area with the information that this whole area might slower travel times than usual so this heard of in order to provide the explanations the twitter is very useful. So 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 well see a lot more solutions. As opposed to just predictions Many Developers are hard at work creating programs that leverage predictive technology. So. This team is working on an ai assistant for drivers like. You have the event detection in the video stream right yes so we have something to produce for the company and what we want to provide here is. A system that gives information thats relevant to you in the context of the strip so the idea is essentially a companion that watches over you like a Guardian Angel that sees all of your behaviors because this only some advise thats right even for you. Just detected something. It seems youre going to u. C. L. C. Field is that correct. Yes. It should enter you see through the noise. Is that ok can you explain to me why because the internal gates are closed can i suggest the best part you that would be great yes. System can into it what the user needs without having to ask a direct question. As they talk coming from the car and from the driver its like the car has been what trips ive taken in the past where i am i had to know but also a lot of data from the environment like traffic situation weather situation maybe even data from social media all the publicly available data whats the camera in front of you so we discussed what i would be able to detect certain conditions of the driver and included disc conditions you know what i model and expand our hes Communications Strategist so i still really state of the driver so if you can detect that somebody has a lot on his or her mind its that companion may use that information to be more proactive