it's going to be about good ai versus bad ai.ow are we going to be using information to protect us in the future? when it comes to the global war on terrorism and the amount of video that we have of bad guys, if we wanted to review all the video that we have of potential terrorist in conflict zones specifically, it would require like 2 million more analysts. we are not going to be able to hire that many analysts. we need to have these tools to help us in order to defend our borders. it could also make sure that we are not putting our men and women in the military and harm's way. imagine the ability to send a drone into a conflict region or instead of going house to house to find enemy combatants, you are able to have a drone do that and process the information in real-time. artificial intelligence is going to enable that kind of activity. so that's important. i can even make the case that if we have a more efficient government, that helps us when it comes to national security. how are we using ai to fraud and abuse within our ver

ai technology is their bread and butter. this engineer has come from jordan to market his invention a pocket spectrometer. we open the application on the fire. proof song to me. he's real. yeah ok for even a tiny difference. just like one get to the device like this and here are your kids nice some information about tomato so you can see how much scar brought in 505 this tomato and the most important what is the freshness for this so that's why it's very useful for people. you know it's true it's like the same growth and used by china to identify faces by getting one face to face is i own 1000000 or so that's how we use the parenting and i just picked on he says. in china it's all about economies of scale. with 1400000000 inhabitants over half of which have smartphones china is the home of big data. the whole country is investing in an 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 the ba

this 10 is working on an ai assistant for drivers. you have the event detection in the video stream right yes so we have something for juice for the company and what we want to provide here is. a system that. information that's relevant to you in the context of this trip so the idea is essentially a companion that watches over you like a guardian angel that sees all your behaviors because this only some advise that's relevant for you. just detect if something. else field is there correct. yes. it should enter you see. is that ok can you explain to me why because the. best part. that would be great. the 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 it's like the car has been what trips i've taken in the past well in my head no but also a lot of data from the environment i'd like traffic situation weather situation maybe even data from social media all the publicly available data what's the camera in front of you so we just call it a good to be able t

what do you think is coming next in terms of ai?i think these autonomous systems and general intelligence type things, the systems are going to get very smart, and i think it's going to be different than human intelligence. but, if it is applied to a narrow application area, they can get very, very smart and very capable. they will have very specific domain expertise and they will be very good at the things they do. >> -tracking a semi conductor and its upstream from everything that happens. people are noticing different from technological breakthroughs in quantum computing and [inaudible] we are moving to the point where we are going to be able to hold in our hands on with the computing power that exists in the world right now. when you harness that through ai, i don't believe that we will ever find consciousness in our machines, but we are going to have an incredible intellectual power in these machines, more than we can imagine. everything is moving at speeds a lifetime in the secon a second,n that arrives, [inaudible] can't even

the ai virtually shooting down a u.s. air force top gun in five rounds of mock air combat. the human by lookout said he couldn't keep up with the robot's aggressive tactics raising questions of the future of air-to-air combat. look at your headlines. send it back to you, ainsley. ainsley: thank you so much, jillian. today lori loughlin and her husband will be sentenced in the college admission scandal.

david: so, are you worried about the power of ai to disrupt our civilization, to put people out of workthose kinds of things? bill: the increased productivity that will come from ai will create dilemmas. >> would you fix your tie, please? david: well, people wouldn't recognize me if my tie was fixed, but ok. just leave it this way. alright. ♪ i don't consider myself a journalist. and nobody else would consider myself a journalist. i began to take on the life of being an interviewer, even though i have a day job of running a private equity firm. how do you define leadership? what is it that makes somebody tick? for about 20 years or so, you've been the wealthiest man in the world. but because you've given away so much money recently, jeff bezos became wealthier. do you think if you had stayed in college and gotten your college degree -- [laughter] i mean, you don't feel inadequate now, being only the second wealthiest man in the world, is that right? bill: no, i mean it's a sign that i haven't given the money away fast enough to drop out of the top 10. and, you know, the market has -- ma

the 1st prominent victims their faces were super imposed on to pornographic videos with the help of ai the program enabling such fakes was 1st uploaded to the online forum reddit the anonymous user called the fakes was quickly banned but other users took over his software code and kept expanding it today similar software is still freely available online the name is a combination of deep as and deep learning technology and fake but how exactly do defects work how hard is it to make them look real the effect expert howley explained it to me in los angeles. many deep fakes are based on so-called guns algorithms that are on supervised meaning they learn without human guidance instead they're trained with raw data real photos for example. you're not modeling anything you just collecting a bunch of pieces all you need just make sure they are aligned like this and you crop. the fees read and your manual you would try to make sure that there's a balance of different lighting condition different expressions and it just learns that by itself this is what is so powerful about the steep learning b

facebook the rest because if they do they see the ai skeery already checked. and that's the real us and if they so so so in a communist get government and some to manage their government they're collecting all this data the ai capabilities of china what's happening there i've seen firsthand i've seen some of what's what's happening there i know some of the city c.e.o.'s there what's happening there is mind boggling how fast it's moving because it's because it's aggregating data on mass and they don't have to ask anybody's permission. right and so so breaking up the monopolies and in the us effectively seize control of ai to try and so on like the ninety's had a 20 twentieth's we have a i and you're saying that all those trends that we've seen now for 30 years to our cost going to 0 ad artificial intelligence to the max and it becomes a whole nother layer of interesting economic herself in particular with china because for example there are discussions about their app called tic tac tick tock excuse me and so tick tock apparently a spying allegedly spying on us

effectively seize control of ai to try and sell unlike the ninety's here in 20 twentieth's we have a i and you're saying that all those trends that we've seen now for 30 years to our cost going to 0 ad artificial intelligence to the max and it becomes a whole nother layer of interesting economic herself in particular with china because for example there are discussions about their app called tic tac tick tock excuse me and so tick tock apparently a spying allegedly spying on users and accumulating data and then it goes into an ai machine and then if they're able to exploit that to gain market share to gain intelligence to game psychological intelligence right because values people are wedded to their phones in a psychological way and they are being nudged or psychologically influenced to behave in certain ways which could be very handy you know if you're trying to compete right you just nailed it max that is the same and it's going on around us. it's it's a feature of the system not a bug that it finds things that we want. right and so we were being we were being nudged on on some of

the next four years i had 19 recoconstructitive surgeries, ai walked four yearars later.d news is today i' fine. but i think it t put things into perspeive about, yoyou know, you approach risk a little bit differently, and it alslso, you knknow, most ofof the things tht you rrrry about before an elephant attack that you t think are important,t, they are realay nonot important at all. so i it helps youu prioritize wt is important from what is not, so it changes the way you think. >> lastly, for viewers who may be thinking about starting their startup or their company, what is your advice to them? >> become a domain expert. ok? think that,t -- i whether we're dealing with bioscience, with information technology, material science, travel, transportation, there is no substitute for getting an education and being a domain expert in that field. secondlyly, before i started a company, i i would go to work fr a company that is a leader in the field and learn how it iss done, how customers are engaged, the language of the business, how contracting is done, how customers are suppor

so you believe that technology is constantly inventing and we're getting to the point where robots ai virtual reality all this stuff will displace a lot of workers but how does the money get distributed by how does the wealth creation of those robots will those robots decide to keep it for themselves and sell their goods and services to other robots like how do people who used to be workers how do they. get some of this wealth that's the point they can't in an inflationary environment it's an impossible right and so what's happening is if the concentration of wealth because because you're fighting a natural force capitalism can't work right so that so effectively the government is the market today free market free free market principles don't work anymore the government is it becomes the entire market whether it's u.b.i. all of these things to try to get people to pay more is more drain more government in both and business which means you stop letting things fail and there is no pricing mechanism and couples that's what's happening today that's actually why and it's so hard to compreh

ai as we draw our footprint throughout europe and the middle east.tarted the interview by saying you had stared death in the e eye. -- referring to what happened on a safari. you are attacked by an elephant and went under 19 surgeries and were not able to walk for four years. on a personal level, , how did u change her life to have to go through that? tom: i was on a photo safari in tanzania and attacked by an elephant. my left leg was gored. i broke a bunch of ribs. an elephant stuck to my right leg, and my foot came off. it was pretty challengining. the next four years i had 1 19 reconstructitive surgery and i walkeded four years lateter. the good news is, t today i am finene. it puts things into perspective y you approacach risk a little bit differently. k know, most ofu the thinings that t you worry at before an elephant a attack that you think are e important -- t y are not reallyly importantnt at. it helps you prioritize what is important from what is not. it changes the way you think. you or someone be "starting a startup or a company, what is

can you spot the fake deep fakes videos fake by ai seem deceptively real and they're a serious threat to society in order to expose steve thanks to experts are embroiled in that battle in the name of science while one of them fakes the other masks we met up with both of them to fix our topic today i'm sure. some defects are funny others are really mean it's fascinating how researchers can manipulate videos with the help of artificial intelligence i tried out what it was like to control someone else's face. check me out as far as. personally. or by doing that. it's pretty impressive to see how easy that was with the right technology and in real time to i don't even want to imagine what could happen if a fake president declared war how can we stop fake news or deep fakes that's what scientists are asking themselves to we met the 2 most renowned deep fake experts in the us their academic competition is advancing research on the issue. most consider how lead to be the best the fake artist in the world the german computer scientist teaches at the university of southern california and manip

that isthat happen, if an ai platform and it is not taking macro into account?he system is just able to see much farther than the average human. sevend i can maybe juggle variables in our mind at any given time. the system is analyzing thousands of securities in the market each day from 42 dimension simultaneously. both today and over their histories. it is looking at the interrelationship of securities. look at the market like a flock of birds flying in different directions. all of a sudden, individual birds fly away from the flock. wallace zeros in on those and begins to ask why is this stock hitting differently from its peers? how was it reacting to news, social media sentiment? that is often indicative of information that is imprinted on the security that is not widely known yet. plays, could make macro shifting between a and short positions, like shorting airlines and cruise lines at the right time in february and march, but also starting to pick up on events before they are publicly announced. just yesterday, the system was building positions for pharmaceu

i'm ai uchida in tokyo.all of us in the newsroom, thanks for staying with us. >>> welcome to "newline in depth." the coronavirus continues to spread. in mid july the total number of global cases topped the 30 million mark. recently tokyo has had more than 200 new infections on several consecutive days. around the world, efforts are continuing to bring the pandemic under control. the challenge is to secure enough hospital beds so effective therapeutic drugs and develop responsive trkt. in the u.s. which has the largest number of cases in the world, researchers are going all out to develop a vaccine. while the main focus has been on existing drugs or developing new ones, doctors have also turned to a long established method that uses one specific component of human blood. developing this treatment depends on the cooperation of covid-19 survivors as we see in our first report. >> this yellow liquid is called plasma. it's extracted fro human blood. doctors in the u.s. are taking it from peoeoe who survived the c

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we have one of the largest data set fs in the world for ai.rk with the largest automation centers in the world. we really have a unique set of data that puts us in the poll position for this type of technology >> as we know, especially with something like ai, you need a lot of data in order to make that work better and better. you guys are not a new company founded in 1995. it's been over the 20 years we have seen so many different changes in the technology. what do you think the next couple of years will look like >> the world shifts from e-commerce to c-commerce or conversational commerce. the concept that we can talk to a machine. even say get me an uber, the con sent you have to go on a device, download an app, that's going to go away. we'll have points of access where i can have a conversation and say do something that's the future that we're creating i don't see e-commerce being the future i see conversational commerce being the future >> all right thanks for joining us to explain it all we wish you luck >> thank you >> i love my alexa a

so will the current crisis widen the gap between the have—ais and the have—nots?uch indeed for joining us. it's a big question, isn't it? and i think your perspective is a hugely worrying one from a european standpoint. i think it's clear that the us companies are taking the lead on al and we are also seeing us banks and tellico companies investing very heavily into this type of technology but at the same time, we clearly see european companies, not these banks in the uk and the rest of europe are doing, introducing new technology, but the sensation has been brought forward dramatically during the crisis soido dramatically during the crisis so i do think that we are going to reap some of the benefit but it's pretty clear that we need to step up policy if we want to bea to step up policy if we want to be a part of this competition. we know how china can operate from very centrally driven incentives and initiatives. the us is pumping money even from a centralised position, that's what the eu is for, isn't it? to be able to pull together these sorts of strands? defin

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at axios science, that's what i'm focusing on now and a lot on the pandemic, a lot on the effect of aiwe live, how we work, and i would definitely like to come back to this. i think we will have new ways à within the next few years. i would love to write more about them and talk about them. i'm keeping an eye on it. >> great. is there anything else you would like to say to everyone listening right now? >> no. i think covid-19 has really shown us that our world is not as stable, not as we hoped or assumed it was.i really hope, even after we do essentially defeat the disease, i have every confidence we will, we will take a lesson here which is that it's much better to prepare for these risks and head them off as early as possible then to wait until after they metastasize like a cancer. if you imagine how much lives, how much money, how much political disruption we could've saved if we been able to snap up this disease early on where we were with sars and similar outbreaks. i think that's important to play out not just to do this but with climate change, with conflict with any kind of maj

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nvidia has done one thing very well they have done computing power happening on to ai and we're justbeginning of the ai revolution today it would be cellphones, a down andbidirty business, i thin it would be a distraction for them they would divide their attention. right now getting in the server market and having servers pass over for them their gaming business, they have all of the market in front of them that they need. they have all of their focus and they're doing a really good job at it. >> they're in a great time right now where they're market tap is at about $100 billion. intel is just over $2 billion. nvidia is $300 billion what a turn about from where we were a decade ago. which of these do you think is being underestimates the most at this point >> the rise of the stock price is just a phenomenal thing from my perspective i think it has more tail wind, more growth in front of it we increased our price target this morning to $600 it reflects roughly $2 billion the gross margins are approaching 66%. hoping to get to 68% over time and the operating margins. i think there is p

let's connect the ai of all the other departments. m.i.t.become the first ai enabled university in the world. i said, that is a vision i could buy in on. david: final question i would like to ask you. if somebody is watching or reading your book and they want to be a leader, a leader in business, philanthropy or government, what do you think is the key quality to be a leader? what enabled you to be a leader? steve: i think to be a leader, you have to be a really good listener. you have to understand what is going on around you. you have to be measured and you have to realize that everything you do is amplified in the minds of the people who are listening to you. so care, nuance, kindness. defining a culture, that is what a leader does. david: thank you for this time. i appreciate it. steve: thanks, david. ♪ > erik: hi. i am erik schatzker and welcome to bloomberg's "front row." today, i am talking to ben melkman, founder of light sky macro. he is a born trader of big ideas. in 2019, he was one of the best-performing macro managers. ben belie

stephanie, you are doing a lot of work in ai. us about how we build that ai to actually serve the world. stephanie: the low hanging fruit is just hiring black and brown software engineers and leveraging diverse data sets. i think one of the pieces we are starting to get right is algorithms cannot be race blind because people are not race blind. emily: how do we talk about this? is it unconscious bias or conscious? stephanie: all of the above. it is a very multifaceted problem. i mean we consume information daily, whether it be online or in tv, in movies, that tell us a certain people are a certain way. it impacts the way we think and the way that cops operate, whether you know it or not. that is the piece of unconscious bias i have particularly built systems to try to address. but some people are just racist or sexist or xenophobic. you will not see technology built that can solve that, but there can be systems in place to hold people accountable for that behavior. ♪ tristan: it is not that some businesses will go out of business

developed by vanguard industries, this is a pet robot powered by ai. has algorithms so that it can learn and evolve over time. china's influence on the world is truly global. most major cities like here in london have a chinatown, and the us is no different. there are an estimated 5 million chinese people living in the states. president trump's focus on banning tiktok has stolen most of the headlines, but it's his targeting of wechat that could have an even bigger and more profound impact on us—china relations. that's because wechat, that came onto the scene in 2011, has morphed into a colossus. it's less of an app and more like an operating system. here's kris, a chinese student studying in london explaining what it is. you can find out where have hospitals, where have restaurants, anything like that. you can buy movie tickets, you can book restaurants, this one you can book a hotel. if you want to find out a playstation. i have come for business and i'm selling things on it. it's everything in your life on this app? wechat has become so big, so much

google has developed an ai model to create 3d models of new and complete scenes using still photographsting changes without compromising the image. finally, if you are in need of a cuddly friend without the long—term commitment... this could be the closest thing to a real life pat. developed by vanguard industries, this pet robot is powered by ai, it has sensors and uses an algorithm to map human emotions so it can learn and evolve over time. china's influence on the world is truly global. most cities like london have a china town and the us is no different. there are an estimated 5 million chinese people living in the states. president trunp‘s focus on banning tiktok talk has stolen most of the headlines. but it is targeting of wee chat that could have a more profound effect on relations. that is because wechat has morphed into a colossus. less of an app, more like an operating system. this is a chinese student studying in london explaining what it is. you can find out where hospitals are, theatres, movie tickets, restaurants, booking hotels. if you want to find out a pay station, i ha

will become the first ai-enabled university in the world.aid, "now, that is a vision i could buy in on." david: final question i would like to ask you. it deals with this. if somebody is watching or reading your book, and they want to be a leader, a leader in business, philanthropy, or government, what do you think is the key quality to be a leader? what have you seen as the key quality that enabled you to be a leader? steve: i think, to be a leader, you have to be a really good listener. you have to understand what is going on around you. you have to be measured, and you have to realize that everything you do is amplified in the minds of the people who are listening to you. so care, nuance, kindness. but defining a culture is what a leader does. david: steve, thank you for this time. i appreciate it. steve: thanks, david. ♪ francine: today, she oversees more than $3 billion worth of assets. his investment that spans the globe. born and raised in the capital, she got her degree in electrical engineering

, the complexity of tasks that ai is able to do on a relatively smaller scale, we already know that ai is helping campaigns with their ad optimization. where it'sases helping with voter turnout. it is clear we will use artificial intelligence in the coming years to help campaigns with their prioritization and also to have better insights into their electorate and campaign. >> we are out of time. you have been doing this for a long time. you think the trump campaign has a big advantage when it comes to digital. thank you for joining us. that's all the time we have. have a great day. let's turn it back over. >> thank you all. >> this wraps up our morning programming during the convention. to all of our guests who joined us during the conventions. >> we can accomplish these great things and so much more. all we need to do is start believing in ourselves and in our country again. start believing. is the final night of the republican national convention. president donald trump will deliver his acceptance speech with introductory speeches. watch the rnc tonight beginning at 8:30 p.m. eastern