and china, will have a lot of great artificial intelligence will have a both lot of great artificial intelligence companies that will make a phenomenal amount of money. there will be wealth to take care of people who are displaced. rather than just giving them a we need to adjust what -- the meaning of life, address what is the meaning of life, and how to retrain people who will not be displaced by a.i. interviewer: the third thing in your subtitle is "new world ord er". you talk about the challenges of building societies in the age of artificial intelligence. kai-fu: i mean three things. humanity are seeing the largest job migration. it is over 100 years ago. we are going to be looking at , the jobs thats require human compassion. that is the largest job category. that is a giant shift for the future world order. the second bang, we will be looking -- thing, we will be looking at a world where the u.s. and china become superpowers. countries will not have a grasp of artificial intelligence technology. lot of workersa being displaced by artificial intelligence. the china model, cheap

government technology as well as nonprofit organizations so i think there's a lot of promise in artificial intelligence and there's also a lot of concerns one major concern is jobs according to one study in just a few years time robots and intelligent machines will be doing more work than human beings that's a thought that makes many people shot or others however take a more optimistic view i think is going to create jobs and for for the developed countries it will help us position ourselves at a place where we haven't been for many many years if you take if you look at europe there's hardly any software industry left other than small ones where as an artificial intelligence we have a chance to really play big we just need some governments and some institutions to get a and agenda behind it and make it a bigger play than it is today. artificial intelligence is a major topic at the world economic forum many see it as the business of the future as a tool for solving problems but there is also concern over the potential for misuse some are calling for. ethical guidelines to be produced and for the promoti

it's a pretty low bar that buyback artificial intelligence landmine is nai. it is a simple program, its weight is greater than 50 pounds it explodes. and if somebody came on said hey, we have a new landline or whatever. and it can, has a camera in it can make sure someone is wearing fatigues. there an enemy combatant. somebody might say well that is better. and then somebody else could say we have a better one that can use a camera, make sure you are in and be combatant and can make sure you are armed and then does it explode. and someone would argue that that is better. so you get all the way from that point to the terminator and there is no real demarcation of what point, at what point has material change. and so there 14 or 15 countries in the world, i think that are seriously looking at ai enabled weapons. weapons that make field decisions on their own. there is supposedly a debate about whether any given country is going about that. i don't think that is particularly in general, i think it's a bit disingenuous that all 15 countries look at and say i don'

the same thing again says for me for me artificial intelligence is somehow like a robot that can just really move things like a person. what we're doing here is more like creating little movements with robots or programming kalina be a vehicle limited. to me to program it in here. if you'd come. despite that modest assessment it's the young generation that will be carving out the new era of artificial intelligence. as a nonprofit organization so i think there's a lot of promise in artificial intelligence and there's also a lot of concerns one major concern is jobs according to one study in just a few years time robots and intelligent machines will be doing more work than human beings that's a thought that makes many people shatter others however take a more optimistic view i think it's going to create jobs i'm for for the developed countries it will help us position ourselves at a place where we haven't been for many many years if you take if you look at europe those are the any software industry after the small ones where it's an artificial intelligence we have a chance to really pla

artificial intelligence is a major topic at the world economic forum many see it as the business of the future as a tool for solving problems but there is also. concern over the potential for misuse some are calling for ethical guidelines to be produced and for the promotion of diversity and programming. to say what we need to do so make sure that fashion ai is relevant to the entire world is to make sure that the developers of algorithms are rules to come from around the world artificial intelligence is said to conquer ever more areas of our lives in the years ahead. pupils are ahead of the curve by. the secretary general of the united nations is warning that the world is losing the race on climate change it is the defining issue of our time on tonja terror said at the world economic forum and demanded bolder steps from governments well in davos mr terrorist is getting support from a group of fierce scientists a reporter but all of them most people in davos this week live in warm hotels but there are exceptions polish scientists the team of fifteen international researchers in crew hav

we began investing in artificial intelligence five years ago. the government made a big artificial intelligence announcement about one year ago. china was largely privately funded and driven. i can see three roles the government plays. the first is sending a message. there will be an impact on local governments might put more funding in creating artificial intelligence parks and in helping entrepreneurs, or state owned banks to adopt artificial intelligence technology faster. the second important element the government plays is building infrastructure. there are some things private companies cannot do, such as building a new city that has autonomous vehicles, or building new highways that have built in sensors. those are the infrastructure efforts that will have significant benefits. china generally has a techno-utilitarian policy. when the new technology comes out, and you're are not certain how to regulate it, it is sparingly used and monitored closely and regulated as needed. that is the reason china's mobile payment has been taken over by st

government technology as well as nonprofit organizations so i think there's a lot of promise in artificial intelligence and there's also a lot of concerns one major concern is jobs according to one study in just a few years time robots and intelligent machines will be doing more work than human beings that's a thought that makes many people shot or others however take a more optimistic view i think it's going to create jobs for for the developed countries it will help us position ourselves at a place where we haven't been for many many years if you take if you look at europe there's hardly any so. when the street after the small ones where is an artificial intelligence we have a chance to really play big we just need some governments and some institutions together and agenda behind it and make it a bigger play than it is today. artificial intelligence is a major topic at the world economic forum many see it as the business of the future as a tool for solving problems but there is also concern over the potential for misuse some are calling for ethical guidelines to be produced and for the promotion of d

think of these kind of transhumanist ideas as outside of being human they're coming from us artificial intelligence is an artificial it's actually an augmentation it's augment intelligence or even extended intelligence from us as humans so to think of it as something separate that's scary and alien is actually the very thing that will make it so the idea that it's a i that's programming a that's programming it to me as an excuse it's an excuse to say oh we're not responsible anymore screw that we are responsible so we're going to create the simulated world that we live in just like we have since the industrial revolution there's been amazing things about that it's actually a better time on planet earth. than ever been before and so many levels in terms of violence and war and all these things people think it's such a horrible time it's actually not in terms of you look at the actual statistics so we have evolved in a positive direction through our technology this next level this next step is like the steps of the star child at the end of two thousand one space odyssey that ending of the starchild i

artificial intelligence copies human intelligence based on our brain with its network of nerve cells artificial neuronal networks are being simulated in computers and then trained. they're being fed bits of data by the billions in the form of photos or texts about people places or products until the neuronal networks can recognize new patterns and solve problems on their own. in nine hundred ninety seven a computer famously be world just champion. just twenty years later we talk to our digital speech assistants like. or siri siri what's the meaning of life all evidence to date suggests that it's chocolate self driving cars are also learning the vehicle may step on the brakes roughly once the next time it can already come to a gentle halt thanks to people learning. the intelligent robots be our bosses one day. oh please get this order done by noon today ok at the cybernetics lab at auckland university they're taking a peek into the future pepper the little humanoid robot can already recognize facial expressions and voice tones. hyped up. to get this deal is a beauty yes under team want

artificial intelligence stephen hawking wrote about the promise and peril of artificial intelligence relaying that yes ai has potential to eradicate disease and poverty but. must go along with ai experts signed an open letter in two thousand and fifteen calling for serious research into its impact on society it's a real concern because computers are powerful their own right future supercomputers this way is a shrink before more powerful we just don't know what that would look like we have only one good example of intelligence a sample size of one and so us and what we're talking about achieving just when we back up boost and extend the brain is a kind of super intelligence and it's very hard to make a difference so there is a big scary downside just in terms of the problems we currently have on the fundamental problems we have right now is computer systems it's lack of good security but as we move to the internet of things as almost everything in your house as a computer tion from mark wave of and of the lights all those are potential sources of hacking just as is any kind of backup

with artificial intelligence there is nervousness among employees that they will lose theirjobs.nterestingly, our cto published a book called human plus machine. in it he identifies three jobs created to ai. thesejobs it he identifies three jobs created to ai. these jobs will be used to augment artificial intelligence and what we should be seeing in the future if we invest in the right kind of up skilling and reskilling oui’ kind of up skilling and reskilling our people transitioning to jobs in which they have more interesting things to do. rather than spending your time checking e—mail and doing mundane tasks, what if we were doing more intellectually stimulating things? that is where we hope it ai ta ke things? that is where we hope it ai take over. which industries have adopted well to ai? take over. which industries have adopted well to al? the industries that can be very regulated. i am working on ethics and i have seen movement in healthcare and financial services because they understand the potential of the technology and in oui’ potential of the technology and in our surv

these are the features the artificial intelligence system and the devices.s asook released to they are grappling with their data breach scandal. is it such a good idea to put a camera in people's living room. ? they have tried to exit -- address this concern. these devices come with a cover. if you want to block the camera, you can put the cover on it and disable the camera and the microphone. the other important aspect is the is local, not on servers. it stays in the camera, localized. the third part is all these video conversations -- facebook says it doesn't listen to or record or store conversations and the last part is it also doesn't use facial recognition technology. >> another ai powered device is the pixel three phone. >> i have one in my hand. it has a unique feature called top shot. that ai power is in the camera. what it does is it an shores every time you click a picture, it is a perfect shot. it captures frames before and after you press the button and collects all the information and analyzes it and merges these frames and comes up with the be

while technologies like facial recognition artificial intelligence and robots are feud with skepticism in many other countries here in shands then they're seen as the ticket to the future to the next big invention and can't be developed fast enough. she means intake the chinese are very open to technological change. that and awareness of the issues concerning data protection is less pronounced as he called when the china's communist party supports future technologies like artificial intelligence with generous subsidies i just wonder is it fear the internet because it was seen as an uncontrollable entity of the ceiling but it's a long sense mastered internet regulation now it's using the opportunities of the digital world to its own advantage to open up business opportunities and keep tabs on society in previously unimaginable ways will be it is just unfair to. my encounter with the future the camera recognizes that i'm a man it's not sure of my age but comes near enough i'm still a stranger to the system which is analyzing my movements but it's a fast learner. on the street it recogniz

shift says get well soon or with artificial intelligence. and as always we leaf through the exit out internet find of the week today it's a trip throughout history. chinese filmmaker who has many painting and drawing skills has what's around the style of different areas an art history and he's put them all together in a stop motion film that's already had three hundred thousand views on the area. as a smoker puffs on a cigarette he's seen the sli glide through various artistic styles an heiress. whether it's european impressionism on canvas a japanese painting or chinese entering. in just one minute. the well the heart. and next week the craze for a sporting events is booming around the globe especially in the middle east the future is said to be particularly bright for professional players. could set new trends in the region change through gaming next time on shift. to see all her patients nurse elena axiom must walk up to twenty kilometers a day she can't afford a car. she's the only medical professional belval and one of her making a spur

shift says get well soon or with artificial intelligence. and as always we leave through the exit out internet find the weak today it's a trip through our history. chinese filmmakers our show has many painting and drawing skills his works are in the style of different areas an art history and he's put them all together in a stop motion film that's already had three hundred thousand viewers on the nia. as a smoker pass on a cigarette piece aimlessly glide through various artistic styles an heiress. whether it's european impressionist an off campus a japanese painting or chinese entrance. in just one minute that show tours the world of art. and next week the craze for the sporting events is booming around the globe especially in the middle east the future is said to be particularly bright for professional players the enthusiasm could set new trends in the region change through gaming next time around shift. india. turning agricultural waste into ito friendly tableware. that's the plan of young start land. it's offering farmers a profitable alt

some robots can already shoot without a remote control they're quipped with artificial intelligence. one of the most successful farms is seeking to use the competition to fuel students enthusiasm for robotics. the company d.j. i is already the leading global producer of drones for private use but increasingly it's been taking orders from the corporate and agricultural sector the latest can. we steered through our movements the firm has twelve thousand employees whose average age is twenty seven they feel they're on par with silicon valley they both have great in many innovations coming out working here and so on gen i personally you know felt that you know the pace and speed at which things happen are really quick and i think there's this mentality of let's give this a try you know that's what if this happens or how else could we use is. while technologies like facial recognition artificial intelligence and robots are feud with skepticism in many other countries here in shands then they're seen as the ticket to the future to the next think invention and can't be developed fast enough

look at artificial intelligence and its impact on daily life posted by the -- hosted byst "the washington post pure could our u.s.se speaking representatives from texas and illinois. this is about 35 minutes. >> good morning. informationef post.r at the washington thank you for joining us today for a series of discussions about artificial intelligence, technology that is changing the way we work and live at an exponential rate. our speakers who come from government, the private sector and the advocacy community will look at current and future applications of ai that have the potential to revolutionize our society from the facial recognition software, to integration of fully autonomous robots to everyday life, and talk about how we ensure ai is used responsibly in industries and communities. here at the washington post, we are big believers in technology and have embraced a. let me read an article from "wired" magazine about our products. this is an article that i will quote -- when republican steve king beat democratic challenger jim weaver in of the race for iowa's fourth congressional d

companies are more optimistic cameras equipped with artificial intelligence for example can count. ads and independently help control crowds or road traffic big data enables companies to better understand the needs of their customers it's a fine line between the blessing of useful technology and the curse of a surveillance state if used for its recognition we can go to the subway station without any fear yes because if any criminal person walks into the subway station there is a warning but i am the good one i have no fear yes maybe not the benefit but there is to some some question on that i have to meet this because this was something to solve and to be solved by government regulation i think. there are still technical hurdles what if hackers gained access to the system that would almost certainly fuel demand for more data protection. the extent to which china's leadership will make use of its digital opportunities remains to be seen. but the road to a total surveillance state in china has been paved. the neighbors even that made you want it more than seven hundred million people

. >> a phd in artificial intelligence from carnegie mellon 1988 after that i worked in various capacities at microsoft and google and mostly in executive management positions related to artificial intelligence. and now i have my own venture capital firm over the last nine years and we invest a lot in ai. >>host: he didn't mention as a former president of google china and what type of companies do invest in we are a technology oriented venture capital we try to understand the trend and stay ahead of the curve the largest investment area is artificial intelligence but also the technology area and also education business to business software and always look for new consumer uses and primarily from chinese users. >>host: why are you always looking for that chinese application? . >> our firm has a lot of us trading so with china our advantages were used hour technical knowledge to help us look to the chinese future the future of chinese market and technology that is our differentiation from our competitors in china. the reason we don't invest outside china as much because we are also a local i

to artificial intelligence development? >> guest: i think that u.s. companies, the best of them, tend to be phd driven, research driven, aiming for ai to be a breakthrough in looking for application. the best of the chinese, at least the emerging chinese ai companies, are those looking for ways to make money and build a a great product, reach the greatest number of people. so either save a lot of cost or increase the margin, or by increasing the clear efficiency and productivity with ai and robotics versus having humans do routine tasks. so i think the china approach is a practical, it's focused on immediate usage and monetization. and i think those approaches are more business driven, and given that a larger market, more data and i think the china approach is going to be interesting and possibly going to generate more economic value than the american approach. because the ai as a research technology is pretty mature with what is already known. i think the biggest opportunity is to monetize that. of course, u.s. is still way ahead and research, and th

shift says get well soon or with artificial intelligence. and as always we leaf through the excess out internet find the break today it's a trip through our history. chinese filmmaker as our show has many painting and drawing skills has what's around the style of different areas an art history and he's put them all together in a stop motion film that's already had three hundred thousand viewers on the nia.

years, is coming faster than the previous revolutions. >> pelley: there's a lot of hype about artificial intelligenceimportant to understand this is not general intelligence like that of a human. this system can read faces and grade papers, but it has no idea why these children are in this room or what the goal of education is. a typical a.i. system can do one thing well, but can't adapt what it knows to any other task. so for now, it may be that calling this "intelligence" isn't very smart. when will we know that a machine can actually think like a human? >> lee: back when i was a grad student, people said, "if machine can drive a car by itself, that's intelligence." now we say that's not enough. so, the bar keeps moving higher. i think that's, i guess, more motivation for us to work harder. but if you're talking about a.g.i., artificial general intelligence, i would say not within the next 30 years, and possibly never. >> pelley: possibly never? what's so insurmountable? >> lee: because i believe in the sanctity of our soul. i believe there is a lot of things about us that we don't understand. i be

the pentagon research wants to build artificial intelligence not from humans but insects to help buildller and more efficient ai it's good they're not going for artificial intelligence that could outsmart us how smart is a cockroach anyway? [laughter] but there is the potential downside has anybody seen the movies about killer bees? i can step on an aunt but not a robot killer be we should model it off of something else. like this. [laughter] you are a military man this is obviously technology that will be used to kill people with right? . >> of course, apparently it is easier because it is nonconscious thinking if you give them 15 commands now they can kill thousands of people. >> the more that i listen to yo you, the more i believe this stuff will happen in the future. greg: absolutely the future of ai is not to mimic our intelligence it is nonconscious thinking which is in sex but the problem is as long as you control the insect it is okay you can step on it but nonconscious thinking when it is out of your control that cannot be stopped. mosquitoes with malaria it doesn't care what

self driving relies on artificial intelligence. robotics is big. it relies on artificial intelligence. smart cities also relying on a.i. one of the biggest things that the show was 5g. the entire 5g infrastructure was there. people that make the products, carriers like at&t and verizon, as well as other carriers. we see chip companies, headset companies, everything coming together. every 10 years there is a new g. a new system that's better and better. the last 202010 was 4g. 2020 will be the year of 5g. launching 5g by 2020? gary: we will be in some ways by 2019. verizon showed their first residential company -- customer using 5g onstage with the ceo. with's so much you can do the lower latency and broader bandwidth. in the health area, sports area, analytical areas. it allows more surgeries and things. it is coming. beginnings are slow. you have to lay out all those little dishes and have a lot of them for an area. they use about 10% of the energy. they are good in summoning ways. for countries around the world, it will allow them to leapfrog int

i have another panel delving more into the ethical questions of artificial intelligence. joining me today we have the president and director counsel naacp legal defense fund head of the diversity analytics and finally and advocacy organization. starting with miranda publishing a report talking about hiring practices using ai in the marketplace can you talk about that? . >> hiring is that example that people drill out talking about their problems but you want to dig into that to understand what is made with the data in the hiring process so there is a discussion that the robot can make the yes no decision the automated system is used to help when people are looking for those job boards and to help recruiters but this is before anybody has even applied and then once they apply that they try to assess the candidates for how likely they are to be on the job and then even to optimize the offer how much word they accept to take this job? so they are used throughout the hiring process in subtle ways and it is a accumulative decision is not anyone decision so it is important to l

most of these are round the five key mobile networks, artificial intelligence, smartphone devices and the internet. apple was not here. they debuted the airplay 2 making it easier to string the content to the tv and back to the apple device. samsung debuted the equally giant ball size television and the new 8ktv. they unveiled the high tech refrigerator which can display the recipes on the door with all samsung devices, appliances and phones can talk to each other using artificial intelligence. samsung will debuted the new 5g telephone and all of these new technologies combined will give the company a big age with the business and consumer tech for 2019. we expect to hear much more about the smart home with innovations in gaming technology and even the ai powered robots. what would cbs be without ai powered robots. i am dan patterson for cbs news. >>> apple is making his presence known inside and outside of the event. the bay area tech giant has the massive billboard in the city, what happens on your iphone stays on your iphone. some say it is a small jab at rival google on user priva

i mean to ensure there is more transparency in the artificial intelligence algorithms so it becomes moreccountable. secondly, there will also be a need for decentralization of artificial intelligence so it is not concentrated with a few corporations and third, which is also very important is to ensure the benefits of artificial intelligence reach out to a large section of the population. >> we are going to move on to "test 24." this week we are taking a closer look at two ajit's that are different, but are trying to increase -- gadgets that are different, but try to increase safety in -- on the ground and in the air. increase road safety for bikers. up with a study to develop this g glove. the road of danger on ahead. if there is a group of riders and the rider at the front sees anything wrong, he can alert the others by pushing this button and you feel the vibration near the reese -- wrist. they will slow down or stop completely. they also developed an application that helps detect accidents for motorcycle riders and scooter riders. this has a proprietary algorithm and using this algori

everybody says about artificial intelligence, data is crucial. the armed services generate huge amounts of data. what do they do with it? essentially, they throw it away. they don't label it. they don't retain it. this is not a problem of the .xternal relationship are third is the question of strategy. it is easy to take artificial intelligence and use it to do all things in new ways. it is not easy. it is still a challenge. but it is much harder to rethink what you are doing and why. in aant to have carriers world in which they will be locatable to improve sensors and artificial intelligence. my messages, this is an attractive proposition because it is true, meaningful, relevant, important. but from the standpoint of the core military bureaucracy, it is externalizing the problem. it avoids the core issues. encourage, not just a panel like this, but a panel that talks about the core issues. nicholas: richard asked to speak last, and now we know why. he has been able to take the subject of this book and project us forward and ask the tough questio

shift says get well soon or with artificial intelligence. and as always we leave through the exit out internet find the break today it's a trip through art history. chinese filmmaker who has many painting and drawing skills has waxer in the style of different areas and not history and he's put them all together in a stop motion film that's already had three hundred thousand viewers on the nia. as a smoker pass on a cigarette case seamlessly glide through various artistic styles an heiress. whether it's european impressionism off canvas and japanese painting or chinese in trying to. in just one minute sure tours the well the hot. and next week the craze for the sporting events is booming around the globe especially in the middle east the future is said to be particularly bright for professional players the enthusiasm could set new trends in the region change through gaming next time on shift. tomorrow's musicians to. the world's best sephardic using this distinction the live. highlights for twenty young new a classic festival listlessly the s

it will take a few years until artificial intelligence works perfectly what checks i make is doing his bit to make it happen. and now digital advice on everything to do with birth and babies the number of midwives is on the decline in germany it's not easy to find expert advice before and after the birth of a child now online midwives are poised to help via skype and chat. young mothers often have lots of questions previously unknown symptoms can arise during pregnancy looking for general answers on the internet is not always the best idea. it's not reassuring and just makes you even more uncertain this one time i googled something whether i was supposed to eat a certain food during pregnancy in the end i spent an hour on line and afterwards felt everything i was eating was bad for my unborn child. professional advice is available on the internet platform kinda helden dot d.-e. the berlin start up only works with trained midwives if they need a closer look the photos can be sent and advice is given via a call or chat. was available to help from this woman to the hospital and advice on

the hugs enthusiastic visionaries he wants to see a sky full of drones all controlled by artificial intelligence says the human air traffic controllers wouldn't be able to deal with such high traffic volumes what movie that a huge ship couldn't hear from its imagine a normal day in the future when you fly to work by drone there's no traffic on the way to work you order breakfast it's also delivered by drone and then of course you send your post the same way fossil hold until you know where in the punish the. startup is based in the southern chinese city of quango it's working on a number of different uses for autonomous drones for medical supplies transport to traffic surveillance and even fire fighting. this air show by e. hong features more than a thousand drones flying together all controlled by just one computer they don't collide that's a promising degree of coordination for those concerned about taxi drones that will carry real people. another focus is food delivery at this restaurant an employee takes an order of sushi to the landing pad outside that's right the landing pad a colleague lo

the computer uses artificial intelligence the computerized program learns to recognize and translate hieroglyphs the hieroglyph project needs a vast quantities of data so egyptologists worldwide are using an open source software to upload and share images of ancient inscriptions to the platform. so the first book in the project will be extracting cargo from cottons from a wide variety of original sources before working on the tools and algorithms that come to recognize in the future harkness automatic then we can analyze existing translations matching hardware fix sequences to unlock them meaning. that could be a boon for tony or sebastian rishta a professor of egypt ology at the free university in berlin. his team has been working on an electronic dictionary of an ancient egyptian for some thirty years it's still unfinished as hieroglyphs are far more complex than letters in a. modern alphabet. unlike are abstract letters or pictorial so you could draw them like tiny logos and make variations. you could place this or that into the hands of these little figures and that leads to the

like superstar bruno mars in a video this is made possible by keep learning algorithms and artificial intelligence researchers from berkeley university show what can be done with virtual motion transfer technology. neither of the sciences are ballet dancers but they would love to pair with like a real ballerina they can put their movements into the program which produces a virtual skeleton the movements of the ballet dancer are layered over it then their bodies are layered over that so even the clumsiest of dancers can dance one like. the process isn't perfect yet the edges are still a little blurred. but the technology is more advanced when it comes to the video manipulation of faces i have decided to resign from the authors of the press and i have decided the wig isn't the only fake here of course u.s. president donald trump is not resigning videos can no longer be used as evidence. that. people will get used to the idea that they can no longer trust a moving picture it's not quite the case yet but it will be in two to three years time in twenty sixteen researchers at the universe. if munich wer

we have a great panel coming up where people talk about the future of artificial intelligence and whether we are on a path to see robots surpassed human intelligence in what some of thwith some of thel implications of that could be. i'm excited to welcome the panelists. we have the cofounder and ceo of the startup developed for self driving cars and we have the investor and ai robotics technology who created the robot of the year competition so thank you for being with us today. could you tell us a little bit about what the work is that you are doing and what that means? 's >> sure. glad to be here. we are working on human ai. we know there's a lot of companies working in this space but most companies are trying . we know seeing as not understanding. as a human, we can understand other people's intentions and understand other people's preference. we need to enable vehicles to understand other human drivers in the environment, so that cars can't understand others and be o be able to collaborate with others while. sometimes you need to negotiate with other human drivers, you need to interac

at munich university are working on a recognition software for video fakes face forensic artificial intelligence to be used to detect time. the flaws in the fake video it's a first step towards autumn ice attention of fakes but as current example shows the manipulators are getting better too. shit it's the truth contest. i'm not short and sweet the shift snapshot. one man and his books he loves them so much that he has to show it literally. instagram and james trevino has a successful following with his book picks the twenty four year old romanian loves fantasy tales and harry potter in particular. fancy a game of quidditch or maybe a classic game of dominoes. many of his pictures tell a story a day at the pool riding a dragon over fighting a whale better known as moby dick. james tribunal has more than half thousand books at home he saw some by color which is pretty hard work. working with the photographer elizabeth second it takes up to three hours to prepare each picture it's a good job that the sculptures can be used twice elizabeth is also an instagram. and that was a shock. as always at th

. >> michael dell of dell technologies discussed the importance of artificial intelligence. >> we're in a world where thedi tal transformation, the explosion in data, ai, machine learning, cloud, 5g, all those things are capturing the and nation of customers, they require all kinds of new capabilities to be able to make that happen. we've put ourselves in the potion of combining the world's best capabilities to be able to enaore that 99% of