as ai grows. in this context, we also need to ask how well ai capabilities compared to those of other countries. what education, skills, and training will the workforce of the future need? these are very important questions as we think about ensuring a skilled workforce for the future to help solidify u.s. leadership in a i.s. other countries vy for dominance in the field. consider what we should do to shape this impact and make sure americans are ready for it, make sure the benefits of ai are distributed widely. another obvious issue of major concern when it comes to ai is ethics. there are many places where this becomes relevant. currently, we need to grapple with issues regarding the data being used to educate machines. will lead to biased results from seemingly objective machines. a little further down the line, are difficult questions being raised about robots. these are questions we will be called on to deal with in congress, and we need to be ready. i want to thank all of our witnesses for

regarding narrow versus general ai, narrow ai refers to applications that are task specific, such as tax preparation software, voice and face recognition systems and algorithms that classify -- general ai refers to a system on par with or possibly exceeding that of humans. while science fiction has helped general ai capture our collective imaginations for some time, it is unlikely to be fully achieved for decades, if at all. even so, considerable progress has been made in developing narrow ai applications that outperform humans in scific tasks and economic policy and research considerations. regarding jobs, competition and the workforce, there is considerable uncertainty about the extent to which jobs will be displaced by ai and how many -- how much any losses will be offset by job creation. in the near term, displacement to certain jobs such as call center or retail workers may be particularly vulnerable to automation. however in the long term, demand for skills that are complimentary to ai is expected to increase, resulting in greater productivity. to better understand the impact o

these include making long-term investments in ai, developing effective methods for human ai collaboration and addressing the ethical, legal and societal implications of ai. additional issues to address are safety and security, public data sets, standards and workforce needs. earlier this year, the government accountability office issued a technology assessment report led by one of our witnesses titled artificial intelligence, emerging opportunities, challenges and implications. finance, transportation and cyber security, the report also noted areas where research is still needed, including how to optimally regulate ai, ensure availability and use of high-quality data. understanding ai's effects on unemployment and education and the development of computational effort efforts these are all critical issues but more and more i hear concerns about ai's impact on jumps. they can make some workplaces safer and more efficient but also replace others. what are the long-term projections as ai grows? in this context we also need to ask how well ai capabilities compare to those of other countries. w

ai practices in academia. we see that ethicists and social scientists coming together with technologists holding seminars, symposiums, classes, to discuss the ethical impact of ai. and hopefully government will participate in this and support in investing in these kinds of efforts. >> thank you. i see my time is expired. madam chair, i yield back. oh, mr. chairman, thank you. >> i thank the gentle lady. the gentle lady from arizona is recognized for five minutes. >> thank you, mr. chair. an to thank the testifiers today. very interesting subject. and something that kind of spurs the imagination about science fiction shows and those types of things. i do have a question on what countries are the major players in ai, and where does the u.s. rank in competition with them? and that's to any panelist or allanelis. >> so, you know, today i think that the u.s. actually ranks possibly top of the list. you know, i think there are lots of other countries investing very heavily. china is investing heavily. lots of countr

space agency nasa but he's less interested in big bucks then in studying key questions in ai. if on the off the i warn people not to believe these crazy ideas that we're all going to be replaced by artificial intelligence or that ai systems could develop superhuman capabilities that will make people superfluous and say these things because i'm well aware of the limitations of today's ai systems that meant my one year old son for example can learn things very very fast. he only needs to try once or twice to learn something new. today he's artificial intelligence still needs thousands of examples to learn a thousand before. it's likely to be years before artificial intelligence gets up to speed no doubt then it will actually assess the age of a v.w. reporter early twenty's sounds pretty good to me if only it were true. so how far along when will computers actually be able to replace a human being at any given tops well here's a look at the state of the op but be warned while this report goes to air in some some way the next breakthrough could have been achieved already. artifici

at playing chess at finding human is and will soon be better driving cars and many other things soon ai will have overtaken our human brains in their abilities how will that change our way of life our societies the way we work and play well try and find out here today on maze how to create artificial intelligence you first need human brains even that may change soon but for the time being the people can teach computers to think a highly sought after because ai is very very complicated companies compete fiercely to get the best developers around the globe program as an engineers can earn one hundred thousand euros straight out of university so why are these people but changing the world while the rest of us just go to work. this man's employees are among germany's most sought after developers. but i live in constant fear of losing my staff to competitors. this computer expert is forever getting calls from headhunters. but you start to realize there is a huge demand for people with experience in artificial intelligence qualified people are highly sought after i'm tired i chose this job. t

around for a while is, when did you start using the word ai in your company?se a lot of folks that have been around for a while, you know, were using traditional data technologies, but ai's a hot buzzword so it ends up getting used. so, that's my first filter. for new companies, i think it's very much about how are they using the data that their application or solution is generating, and how is the system learning to hopefully service the customer better and better in a more responsible way? so, that's what we look at to say what are the underlying technologies that they're applying the data to, to get to the bottom of that question? laura: well, i mean, if--do you see ai being something that's more off the shelf, that, you know, any small company, i mean, even like sales force is using, or touting ai in it's software, so that's opening it up to lots and lots of companieshat use sales force. so, i mean, do you think it's, standard, everybody's gonna bey using it to some degree if they're running a business, and horse has already left the stable at that point,

where is the ai that reduces the harm of evil ai? with this kind of a moral context around the debate in geneva, i think we are going to have a rich, new set of incentives for people to be involved in that kind of virtuous research. i have called for a very similar kind of thing with respect to cyber weapons. my last point of what impact such a norm could have. and inin this country, the u.k. and a few other places, also in light of this new norm thomas -- fully will look weapons, we at what we've gained in the national security realm from drone targeted killing and cyber weapons and what we might gain al autonomous weapons. is what they have done for us really so great? is there respect for human life around the world? his work being done to her tech the environment, which is truly an existential crisis for us? we have been misdirecting our research dollars and our thinking of what national security is in this direction. so a new norm could bring about a new and extremely necessary decision in the united states. now, all will turn t

where is the ai that reduces the harm of lethal ai. where is that coming from? with this kind of moral context around the debate in geneva i think we are going to have a rich new set of incentives for people to be involved in that kind of virtuous research. i have called for a very similar kind of thing with respect to cyber weapons, and now my last point of what the impact of such a norm could have. maybe, in this country, in the uk and a few other places we will also, in light of this new norm, against fully autonomous robotic weapons we will have a clear national security debatbout wha we have gained in the national security realm from drones and targeted killing, from cyber weapons, and what we might gain from lethal autonomous weapons. is the record of what computerized militarization has done for us really so great? are we safer? is there greater rpehuman life ? is there work being done to protect the environment which truly is an existential crisis for us? in my view, we have been misdirecting our research dollars and are very thinking about what gives us

ai is happening now.e it in business applications and clari is an application of applying ai to sales. emily: are you excited about cryptocurrency for the future? >> very excited, because it is fundamentally a different way of doing things. it is a decentralized trust model, which is what the blockchain is all about. it is a fundamentally different organizing principle that can be applied many different ways. bitcoin is just the first application. emily: there are some who say we are in an ai hype cycle. elon musk saying it is going to be the end of the world. prove them wrong. >> if you look at our customer traction and momentum, that is real proof. we are using artificial intelligence, predictive computing to be able to allow reps to close their deal faster, managers to drive more revenue -- emily: do you have concerns about the power of ai? >> our belief is ai is not going to replace humans. it is actually going to make the human superhuman in that i am no longer going to be thinking about what i shoul

that is the fundamental premise of ai.we have had estimations of how many jobs would be impacted or eliminated. some people saying they will be low income jobs. how do we know that ai will not increase income inequality? >> with ai, there is so much potential benefit, but there is also real risk and downside. for technologies in general, the question of how they affect things in the short term, people always overestimate how much impact we are going to have immediately. the same thing will be true here. one fear is ensuring that the benefit of this technology does not get locked up with one entity or one organization, that they should be distributed to the world. that is something that is really important and it is something that i hope other developers of this technology also take to heart. emily: how involved has elon musk been? what does he want here? >> he was a critical person forgetting this organization started and is a donor. he has been talking about ai and the importance of it for a long time. his interest is ver

-- ai be? thrown at ai systems has been growing at a rate of doubling. growth of about 300 times. to put that in perspective, it would be like if your phone battery went from having one day of battery life to 800 lives of ttery life. -- 800 days of battery life. lets younge like this understand what is coming and what is happening and what we are able to do and not. if you do not know what is happening, it will be hard with regulation. emily: you are trying to demonstrate what ai can accomplish. you are about to go to a big trip to canada to participate in a videogame competition along with ai bots funded by elon musk, to prove that a bot can be the best video gamer. talk about what you have accomplie. >> the thing we have been working on is the strategy in dota 2. unlike boardgames like chess or go, you need to be evil to strategize over continuous time. what we have been able to do is show that today's algorithms, if you scale them, they are capable of going further than the experts thought. talk to us about what you think ai will be able to accomplish

search includes ai. gmail includes ai.hy they need to get ahead of this and put out this big sensible. there is a lot of wiggle room about how you define a weapons to some. how you define work that could be a surveillance system. off the backomes of a shareholders meeting where there rejected a proposal to tie executive pay to progress and diversity. what do these principles have to say about bias and algorithms? reflect the fact that engineers and tech workers are taking a bigger stand around ethical engineering. google has been talking about this for a long time. it was rare to have a current google employee yellow before executives and bring this proposal. the shareholders rejected it. there is a pretty vocal in the company that is expressing concerns about ai use. these issues that we have been talking about. what do these principles mean for other tech companies like amazon and microsoft. microsoft two years ago put out something similar about ai. the aclu has criticized amazon with its use on facial recognition techn

someone might be building bad ai out there.e wrong hands, which it might at some point, and with hackers, hacking systems and with hackers, hacking systems and getting personal data, wejust have to derisk it. what is happening to our data is important. absolutely. it is interesting. what if the bot cares about the humans? if they care about how we feel, it is interesting. bill gates is impressed. so many movies in my head, hollywood movies. it is a different issue when it is good. this is where the business i build is about education, building a! for good, increasing social mobility. quick word on the football. are you watching? are you not bothered? my children, six and eight, they loved it. they have charts. is it an unfair headline it is great. a great talking point. the point is... everyone is talking about it. some people are saying we are disappointed they left early because they are such a great team. do you remember when leicester city got the premier league victory? anything can happen! look at... you know, south korea

search includes ai. gmail includes ai.hat is why they need to get ahead of this and put out this big sensible. -- big principles. there is a lot of wiggle room what doesyou define, a weapon, and work that could be a surveillance system. emily: this comes off the back of a shareholders meeting where they rejected a proposal to tie executive pay to progress and -- progress on diversity. what do these principles have to say about bias and algorithms? what do they have to say about things like privacy, for example? >> they really reflect the fact that engineers and tech workers are taking a bigger stand around ethical engineering. google has been talking about this for a long time. it was rare to have a current google employee yellow before executives and bring this proposal. the shareholders rejected it. there is a pretty vocal contingent in the company that is expressing concerns about ai use. about military, surveillance, the effect of automation, and on the workplace. emily: what do these principles mean for other tech com

some of theat about practical applications of ai? could they solve some of the issues?ws comes to mind. manipulationthe occurring with the electoral system. are these issues you are looking at? >> we are. everything we work on has a strong component of being good for the world. we will not work on a product unless we think the world would be at least slightly better off. that is a very important criteria. everything we work on has to solve a real problem. it has to be the problem first. we look for a crisply articulated, acutely felt problem, or else we won't work on it. that eliminates 95% of the pages i would see as an investor. even 98% of the time, when you pitched, it is not a real problem, it is because someone fell in love with a technology or are chasing a perceived market need. that is especially true in siey, most of the pages are from stanford kids. stanford kids don't have a lot of problems so they tend to focus on things which are technology first. we would rather be problem first and then find the best people to work on the technology. caroline: you are st

the ai look at opportunity globally, it is tremendous.k at china and some of the big internet companies, they are seeing extremely high growth rates just like the beginner companies in the u.s. that are also using ai. we think there is pointing of opportunity for many companies to do well. haidi: in terms of regulation are they sufficiently supportive or is it becoming age drag on frontier tech like ai? guest: fundamentally, what we are reading and the news is more of short-term concern because it is creating some uncertainty among investors, but over the long term, we think that companies that are competitive in technology will continue to do well regardless of the rhetoric on trade. haidi: what is the next big thing, you are already investing in ai but what are we not talking about? think ai spent several years and well into the next decade. thing is ai next becoming more ingrained in our day-to-day life. iphone, it up my tells me how long it will take to get to work. many cars can stop to avoid hitting something, but eventually that wi

weiwei, ai weiwei, gormley and pardo. and for hilltop, sewage moto, booker and gold worthy. so these images are images of ai weiwei's proposal for the waterfront plaza. the pardo proposal was for pieces, red and green, on either side of the ferry building, the ferry shelter structure. again, recalling navigational buoys as a leaping off point for inspiration. and then anthony gormley, this was his piece, which was a monumental sculpture figure. and this was the piece that was provisionallyme b the t artist on form, potentially location, and some other things for discussion. those are the topics that arts commission is engaged with dialogue with the artist on. building one plaza, this was the proposal by ai weiwei. you see the pieces in the individual quadrants of the building one plaza as you move up toward building one. and then white, this is a picture, a piece that incorporates both motion and sound. that was a drawing on an installation at the golden gate international expo sayings called the wall of chimes for inspir

ibm plans to launch and ai astronaut the system.hat this means for the next generation of' of space travel. amazon is buying into the heart of the u.s. health care industry and shaking up the prescription drug machine. they are buying the company for $1 billion. news of the deal sent shockwaves through the industry were u.s. consumers spent $329 billion on retail prescription drugs in 2016. both walgreens and cvs dropping over 8% when the news broke. it is the latest in a series of big-name moves by amazon ceo jeff bezos. remember amazon purchased whole foods last year, and this year they are creating a new venture to reshape employee health benefits. here to discuss we have bloomberg tech senior editor brad stone. also the managing director of oppenheimer, focusing on health care. and on the phone we have george zachary. he invested in pill pack and is on the board. this is after months of speculation about amazon making moves in the pharma industry. how much could this potentially shakeup? >> there were a couple of forms of specul

the concept of ai has been around for some time.ntinue to see evolutions and iterations of it. these technologies are enhanced by the next get of machine -- next-generation of deep learning automate every aspect are really being used to help automate every aspect of our world today. when amazon is doing is taking it to the next level. there are questions coming with it. you have automation and what impact they have, but i do view that we will continue to see applications across the board. emily: could this transform amazon's business? michal: i think it will make amazon's business more efficient. you have technologies that, in essence, take away some of the repetitive and monotonous tasks that people have been keeping their heads down and doing. they can use that time to advance customer service or other advanced, higher-level other advanced, higher-level applications. emily: when you look at amazon, google, facebook, all these companies have major artificial intelligence initiatives. which is the most compelling? michal: it is inte

he is here to see a demonstration of how the ai triage works.istered users and has done thousands of consultations. babyl is using the same chat bot that its uk customers would use, but there are several differences here. most people use feature phones, not smart phones. so the service is provided by a nurse, who reads the text of the ai over the phone. this is the symptom checker which would refer the patient to a human doctor. with long waiting times and long walks between homes and health centres, patients using the app can save a lot of time. after speaking to the nurse via a chat bot, pacifique was able to pick up a prescription in about ten minutes. translation: you see? the service is easy. you can use at home and come to the hospital and they will see you immediately. babyl have employed several methods to get the message out to the general population here. they hold rallies around markets all over the country and do a lot of on—the—street outreach. many people we met were already met signed up. she has already registered. some had appoi

how iot enables ai. how ai will enable a whole new class of applications. and new businesses.we look at that, we see the opportunity for many different new technologies, evolution of our products. we are able to invest significantly in the delivery. emily: how much love do you get sun personally? simon: i speak to him regularly. we have board meetings. i'm on the softbank board so i get to speak to him through that. he is interested in what arm is doing. it -- just today, they announced $2.25 billion going into cruise. that is a great example of how they are stringing it altogether. a lot of investment into that in the future of automotive. emily: how central is arm to that strategy seeing all these other bets he is making? simon: all of these technologies rely on more computing power. they rely on conductivity. our strategy is to provide engines into all of these different applications. emily: there was a report that last year was the first year that smart phone chip growth is stagnant. how will that impact your business? simon: our technology and design is aimed to do a lot

the recent report for ai showed, as far as ai companies are concerned is they are more in london thand berlin combine. we are the ai capital of europe. we have also seen a relationship to tech investment. look at apple, google, snapchat, facebook continuing to invest in london. paris and berlin raising their game is good for us. there is more of a working collaboration with paris and berlin rather than competitive. if you are a small web designer in london or a startup, you don't want to have a partner in paris or berlin, even post brexit. the future is cities working close together and people working close together rather than national government. i welcome paris and berlin raising their game. caroline: what about the regulatory environment? welcoming company such as uber. how does the conversation continue? sadiq: i want london to be a place where you want to come if you are a tech startup, if you are an innovator. whether you are multinational or by yourself with a friend. the rules are -- everyone plays by them -- the rules are, whether you are uber or partnered with a start up, i

coming up ai versus civil liberties. is new technology infringing on your rights yet that we will ask the aclu next. a quick programming note. the boston turn into pops fireworks special on this fourth of july. you can watch right here on bloomberg television, listen on bloomberg radio, or catch anywhere on bloomberg.com. ♪ emily: we are continuing our look at the biases in artificial intelligence and the pitfalls. gainingion is not only notoriety. it is being used by law enforcement to track civilians. maryland authorities say that they use facial recognition software to identify the gunman that killed five people at an annapolis newspaper. amazon'scalls recognition software that it claims can five -- find 100 people in a single photo dangerous. revealed this and the orlando pd has stopped using that software. my next guest discussed recognition -- recognition in a blog post for the aclu last month. he joins us now. why is this such a problem, matt? matt: people should be able to walk down the street without being watch

the recent report for ai showed, as far as ai companies are concerned, there are more in london thann paris and berlin combined. so, we are the ai capital of europe. also we have seen a relationship the tech investment still going up post-brexit. look at apple, google, snapchat, facebook continuing to invest in london. but i think paris and berlin raising their game is good for us. i see them more as working collaboration with paris and berlin rather than competitive. i think it is really good that we have a synergy where if you are a small web designer in london or a startup, you don't want to have a partner in paris or berlin, even more important post-brexit. the future is cities working close together, the mayor is working close together, and people working close together rather than national government. i welcome paris and berlin raising their game. it bodes wfooon. caroline: what about the regulatory environment? welcoming company such as uber. do you think they are welcoming to tech companies and how does the conversation continue? sadiq: i want london to be a place where you w

regarding ai we at tpi recently hosted a conference on the policy implications of ai. scholars discussed ais limitations and poejts in fields like medicine, central banking and traffic writing. how much human judgment still matters, our answer, it does a lot. in conclusion the app economy drives economic growth, but we need to know what computers can and kaecannot do, how to measur harm and whether rules are truly able to remedy these harms. we have more questions than we have answers, and it'll take careful thought and conversations like the one we're having today before we have good policy solutions. thank you for inviting me to testify today, and i look forward to answering your questions. >> thank you very much, dr. oh. mr. reed, you're now recognized. >> thank you. my name is morgan reed and i'm the president of the app association, which represents more than 5,000 app makers, connected device companies and b2b software members. in our 2018 app economy report we put the value of the app economy at roughly $950 billion employ 4.7 million people throughout the u.s.

have you trained the ai to do that? >> definitely.s actually trained by humans and can only do the things that we trained him. so don't worry that he is going to be a hal imitation. emily: how is this any different between the tech behind alexa in space? is it a novelty or is it a breakthrough? mattias: definitely a breakthrough. very deeping conversations with simon. imagine you are national and productive -- conducting an experiment and now at 43 of more than 100 steps. what you can ask simon is what kind of tool do i need to use right now. and those kinds of questions assignment is able to answer. he kind of incorporates context into his conversation. give us a more examples. what do you imagine astronauts will actually be asking for help with? matthias: right now the main focus is on these experiments. for example we have a so-called crystallization experiment that simon needs to do. s will then call simon. he is autonomously free flying. they can say, simon come here, then he can fly there. you can got himself through the experim

the reasons companies need your data, they want to be ai companies.should think about the data as a new way that people provide value. instead ofaking it, we should tell people you're valuable in this new way when we have robots everywhere, that doesn't mean you go on welfare. you take pride in your data, make it better and better. instead we're telling people we're going to replace you. >> it sounds' lot like what nad ella told jon a few weeks ago, your data will be a kind of currency if you want to trade it for something in return maybe you can. but just to give it away -- >> i believe in markets. taking data and using it to mateplis not a real market let's admit that data is valuable, pay people for it, motivate them to make it better. let's get out of the manipulation business. let's stop laying down the worst so people can manipulate us, mr. putin, but let's leave that aside. >> follow the money we used to say. maybe it's going to be just as much follow the datea. jerry lanier, thank you. >> great to be here. >> new book on deleting social media

the $5 billion acumen last year, 10% of that was ai, the biggest investment so far into ai for the u.ke other big specialism is sin tech -- syntch. ai, we have some of the best researchnd development in the massive amounts of capitahy coming from other parts of the world, both in china and the u.s., as well as europe. it is something we need to carry on. center for the u.k., and the research is quite incredible. there was another billion deal into ai in the u.k. the government is investing in technology. it is very important that was still understand that we have this new already coming up, and we support it commercially in support it with investment and with our membership in the companies. the landscape is changing. the venture capitalists they used to be dominant are changing. one of the biggest companies today are things like it growth fund. caroline: it has been wonderful having you. i wish we could have you longer appeared we hope to see you in the future. tech nation board member talking tech week. but it is all about kim jong-un, as well. vonnie: kim jong-un is touring singapor

ai can identify riders who are drunk based on walking speed, typos and the amount of time it takes you to request a ride. >>> warriors fans can breathe a sigh of relief as they get ready for game four tonight. >> kevin durant confirmed to espn he will re-sign this summer. his 43-point performance on wednesday is one we'll remember for a long time. k.d. has a chance to help the dubs win back-to-back titles. abc 7 the only place you can

this is a field a lot of tech companies are moving into confusing software and ai to make predictionsbout medical disease and outcomes and misdiagnoses. i think a lot of experts -- they say that google is the most advanced in ai research, and this paper was exciting for them because it demonstrated away to go through and bill the software algorithm and basically parse these data points that have pdfs, and itot of get theintensive to predictive models on. there is a lot of potential. google, a lot of medical experts it is use of hot tickets from being clinically actionable and hospitals. julia: loveless if it is not a similar predicting about someone's probability of dying, but going through the data and working out how best to treat them. i think that if someone goes into hospital, and having to wait for information that takes years to accumulate, that is a good thing. is this part of what they are trying to achieve here, too? we have existing models where the existing production's miss the prior surgery that someone has. this is a way to identify those. google is doing a lot of work

ha mucha familias acaba de ser vendido que nos digan como estan los p p presidentes >> mcompaÑeros ai residentes de este complejo de departamentos >> yo no estaba list paro para la verdad es deprimente dijo un residentes que debe busr un nuevo hogar en el centro de palo alto fue construido con esta n finalidad desde este aÑo ofrece 70 estuduiios la informacion ena erta de entrada dice que la r renta va hasta los 3300 dolares eineble fue adquirido un que lo quiere lve hotel >> el problema es que muchos de los habitantes no creen encon a encontrar algo que pueden cost a costear >> la empresa dara a los inquilinos 3 mil dolares para y ayudarlos con gastos de mudans >> ahora hay que v si logran encontrar viviendas en palo alt algo dificil po r incrementeo l la ciudad noticiero telemundo 48 >> una iniciativa que quiere divertidodi dividir a california en tres zonas la propuesta debe pasar al congres para queser aprobado l california del norte estaria el area de a baihia hasta sacrame t sacramento desde fresco baja l california del sur y residentes opinan sobre esto >> seria mas control en

that's an exciting harbinger of what ai can mean for consumers. same thing on the business side. how will it affect our companies, use spectrum more smartly. that's one of the things we want to explore. hopefully we will convene that by the end of the year and maybe more with time to come. kim hart: with the promise of artificial intelligence also comes downside that a lot people product especially comes to kits --kids and how technology the more we are staying at her phones enabled by these wireless networks and the more aware like on these apps that almost like him there incentivized to make them as addicted to us as possible just to give a stimulated and keep us online. we both have two kids. do you fear for your kids interact with the internet and communications in general as you mention such an increasing central part of all of our lives? ajit pai: it's a positive and potentially negative tool. some the programs because able to watch on ipad are really educational. i think it's great to see them learn to some of these applications. on the other hand, i do worry a little bit

more than half of women saw their tumors shrink vs an ai.n, may be severe, and may cause dehydration or infection. before taking verzenio, tell your doctor if you have fever, chills, or other signs of infection. verzenio may cause low white blood cell counts, which may cause serious infection that can lead to death. serious liver problems can occur. symptoms may include tiredness, loss of appetite, stomach pain, and bleeding or bruising more easily than normal. blood clots that can lead to death have also occurred. talk to your doctor right away if you notice pain or swelling in your arms or legs, shortness of breath, chest pain or rapid breathing or heart rate. tell your doctor if you are pregnant, breastfeeding, or plan to become pregnant. common side effects include nausea, infections, low red and white blood cells and platelets, decreased appetite, headache, abdominal pain, tiredness, vomiting, and hair thinning or loss. i'm relentless. and my doctor and i choose to treat my mbc with verzenio. be relentless. ask your doctor about everyda

but more immediately, we are seeing the introduction of apps like senselink, which uses ai seeing thes like senselink, which uses al to diagnose and is that we fillion. in other words, doing some of the work of a traditional gp. 0nce some are sceptical that doctors can be replaced in this way, this week, one company claims that its at eight is now better than a doctor. —— one —— ai. artificial intelligence can improve our lives in a way better than we can understand. noel plays better than healthcare, than we can understand. noel plays better than healthca re, wet diagnosis could mean the difference to life and death. —— nowhere else. please, how can i help you? and that this week in london, babylon health claimed its artificial intelligence softwa re claimed its artificial intelligence software can now diagnose illness better than a doctorlj software can now diagnose illness better than a doctor. i think i might know what is causing your symptoms. the cabinet has also launched gp at hand, providing access to legal services in london. but the only involvement of artificial intelligenc

there is potentialfor ai certain way. there is potentialfor alto certain way.right time more frequently but, at the moment, the thing with al is making sure it can be governed and regulated appropriately and we're just not quite there yet, so, yes, we could draw on al in the future but we're not quite there yet. we wonder how people would really engage in that sort of consultation potentially. yes, people already use online111 and the telephone. there is evidence to suggest people are less likely to follow that advice practically where it's about self—care, rather than about going to see a doctor. that brings onto the next question and you mentioned earlier about one of the areas looked at in this report are being technology enabled self—care. we've had a question on twitter. i carry out daily checks at home, so will not also become the norm? i think it would be great if we could use remote monitoring more effectively in the nhs. it can have affective outcomes for some patients, said people with heart failure for example, making sure that their heart is constan

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data center absolutely ai all of that.ecause of that stick within what you've got right now. >> there's nothing to say somebody inside doesn't have new ideas. he's seen what works and hasn't worked it's best to go inside intel will survive >> the stock over one year, we get your point the market overall has done well especially tech and old tech has done incredibly well. the stock is up 52% over a year. >> i own it and i love that. at the same time and actually i'll give you some credit you started out attacking that performance on the relative basis. on a relative basis if you look at some other companies like micron which i would consider old line technology within the semiconductor space or nvidia a new and up and comer in that space there are things intel could have done better i didn't come on the show today say let's be provocative i'm telling you how i feel i'm still in the company not going to make a change on that today i would like to see who the board picks. if they are not at least having a discussion about bri

more than half of women saw their tumors shrink vs an ai. diarrhea is common, may be severe, and may cause dehydration or infection. before taking verzenio, tell your doctor if you have fever, chills, or other signs of infection. verzenio may cause low white blood cell counts, which may cause serious infection that can lead to death. serious liver problems can occur. symptoms may include tiredness, loss of appetite, stomach pain, and bleeding or bruising more easily than normal. blood clots that can lead to death have also occurred. talk to your doctor right away if you notice pain or swelling in your arms or legs, shortness of breath, chest pain or rapid breathing or heart rate. tell your doctor if you are pregnant, breastfeeding, or plan to become pregnant. common side effects include nausea, infections, low red and white blood cells and platelets, decreased appetite, headache, abdominal pain, tiredness, vomiting, and hair thinning or loss. i'm relentless. and my doctor and i choose to treat my mbc with verzenio. be relentless. ask your do

i was looking at research in relation to ai companies. number of founders that are definitely-diverse for women is remarkable -- or women is remarkable. it shows they have the values and the eat those and my job as a mayor is to give them a helping hand. emily: that was london mayor's -- that was london's mayor sadiq khan with our own caroline hyde. we should mention the mayor's office commissioned the study that suggested that london is the ai capital of europe. coming up, kitty hawk, the flying car startup has a taking to the skies. we will explain this is bloomberg. ♪ emily: not too long ago, flying cars were considered a far-fetched reality -- were considered far-fetched. but some major players are making it a reality. not just for a few, but potentially for all of us. our editor brad stone takes a closer look at kitty hawk's latest flying innovation. ♪ brad: no, it is not a scene from "the fifth element," or "star wars." flying cars, suddenly very real. a german company has a flying car for room for two. airbus is developing single p

i'm wondering what you would tell policymakers for ai development initiatives now. how to keep humans from screwing things up? >> yeah, i would say that there is a kind of -- in the present circumstance, there's in invocation of this figure from off the stage, and that is the human will control the ultimate decision making. and the pentagon emphasis is constantly on well, humans in the end are making these decisions. and i think it's overstated in its significance. there are circumstances where it matters. i like the fact that we are adding in situations where -- [inaudible] -- a second variable, in this case a human being in addition to theachine that's different. the machine is typically digital. the human is analog in effect. i like that. it's a check on the system. but the reality is that most human decisionmakers are higy reliant on machine information, on censor data, on algorithmic analysis that has led to conclusions about the flight trajectories ballistic missiles where they are coming from and where they are going to and the like and the human given very l

do you reassure people that all the changes we are going through in our work places from automation, aieater trade deals, to globalization in general, how are these factors going to ensure that the growth we create this fairly shared by everyone? when you look at the anxiety of , theggressive nationalism polarization, insularity, anti-globalization, all those facets of politics around the world, it stems from an anxiety that people feel that the system we have might be good at creating growth, but it is not good at creating growth for all citizens. whether it was president trump getting elected on a commitment to make america great again, which means bringing in people who felt left out by the success, recent success, of growth in the united states, whether it is the same motivations that led to questioning by the u.k. voters of their association with the european union, we have a very similar challenge. how do we demonstrate that growth can be reassuring and confidence building for larger segments of our population? there are places that have exacerbated fears about their children's fu