control over our own data as well and i think is that one of the major challenges going forward big data and data per se is becoming an incredible resource and incredible. some people call it infrastructure rather would say it's like a raw material in any case it's something which allows us to progress a society the question is on the what conditions and the can and the question is for us also in switzerland is how can we provide for a framework which allows us to generate added value because what we see at the moment to be quite honest is that a lot of this value is being created elsewhere and here there are major corporations global corporations which are of course have had some plastic inventions that they're using though that they're promoting that their commercial. we have great infrastructures i.t. infrastructures in our country but i don't think today we are getting enough of the share that we would like to get from the potential of data so we will have to find there as well find the right balance between the data protection which is a key component in our culture again and i thin

control over our own data as well and i think is that one of the major challenges going forward big data and data per se is becoming an incredible resource and incredible. some people call it infrastructure rather would say it's like a raw material in any case it's something which allows us to progress a society the question is on the what conditions and the can and the question is for us also in switzerland is how can we provide for a framework which allows us to generate added value because what we see at the moment to be quite honest is that a lot of its value is being created elsewhere and here there are major corporations global corporations which are of course have had fantastic inventions that they're using though that they're promoting that their commercial. ally's ing we have great infrastructures i-t. infrastructures in our country but i don't think today we are getting enough of the share that we would like to get from the potential of data so we will have to find there as well find the right balance between the data protection which is a key component in our culture again and

to be the block chain of big data and ai, how do i know a company has got ai and it just hasn't gotputer? hemant: well, the first thing i ask, if it's a company that's been around for a while is, when did you start using the word ai in your company? because 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 companies that use sales force. so, i mean, d

day for big data with a big gdp report big.cnbc rapid update, 4.2% is expected that's higher than we've been running. we had some 3s, we went down to 2. you want to follow the four quarter average, 3.1%. barclays, north of 5 we have not seen that in a long time >> wow when is the last time we saw 5 >> hold on to that thought i have that answer >> sorry >> morgan stanley at 4.7 atlanta fed at 4.5 you can see how strong the report is, the bottom is 3.8 would a big gdp number represent growth in the u.s. or is it a one-off? >> morgan stanley says driving this robust growth is a number of factors that are unlikely to be sustained here are some of those factors a bounce back from q1. that number was lower than the recent trend you have tax cut effects, those could be more permanent on the consumer side. stockpiling ahead of tariffs is a big number in inventories are expected to add 2.2% to this growth number. get rid of that, you're back to this 2.5% gdp growth politically, you can expect superlatives, but the last time we saw north

social credit system could interfere in other nations sovereignty china's social credit system a big data system for monitoring and shaping business and citizens' behavior is reaching beyond china's borders to impact foreign companies according to new research the system which has been compared to an orwellian tool of mass surveillance is an ambitious work in progress a series of big data and ai enabled processes that effectively grant subjects a social credit score based on their social political and economic behavior now we've covered this story but where this research leads to is that in fact it's starting to impact western corporations western businesses how they behave they have to modify their own behavior in order to access the market and the consumers in china so that this also lends and with the positive reinforcement of that b.f. skinner had pushed to be a scanner he had an amazing insight in it because before his work you people were beaten into submission and beaten and tortured to do at the state one of them to do and then it was assumed at that time that to get people to act

social credit system could interfere in other nations sovereignty china's social credit system a big data system for monitoring and shaping business and citizens' behavior is reaching beyond china's borders to impact foreign companies according to new research the system which has been compared to an orwellian tool of mass surveillance is an ambitious work in progress a series of big data and ai enabled processes that effectively grant subjects a social credit score based on their social political and economic behavior now we've covered this story but where this research leads to is that in fact it's starting to impact western corporations western businesses how they behave they have to modify their own behavior in order to access the market and the consumers in china so that this also lends and with the positive reinforcement of that b.f. skinner had pushed off. he had an amazing insight in it because before his work you people were beaten into submission and beaten and tortured to do what the state one of them to do and then it was assumed at that time that to get people to act against

social credit system could interfere in other nations sovereignty china's social credit system a big data system for monitoring and shaping business and citizens' behavior is reaching beyond china's borders to impact foreign companies according to new research the system which has been compared to an orwellian tool of mass surveillance is an ambitious work in progress a series of big data and ai enabled processes that effectively grant subjects a social credit score based on their social political and economic behavior now we've covered this story but where this research leads to is that in fact it's starting to impact western corporations western businesses how they behave they have to modify their own behavior in order to access the market and the consumers in china so that this also lends and with the positive reinforcement of that b.f. skinner had pushed much of. an arena he had an amazing insight in it because before is the work you people were beaten into submission and beaten and tortured to do what the state one of them to do and then it was assumed at that time that to get people

we don't do a good job of big data at all. >> on your commodore computer i guess.iewing the ongoing trade disputes how -- what's the end game how long does it last? does it become a significant headwind >> that's a great question. what's the end game? the end game is the economy gets better, jobs get better, pay goes up. everything else the president has done from his tax policy to his energy policy to our deregulatory agenda that we're helping him with over at the office of management and budget has all been aimed at growing the economy and making everybody in this company better off. trade is pointed towards that same direction. it's harder to get there because we have to influence other people's actions, but the end game is we're better off. >> how many hours a day are you working? >> all of them. >> how long you going to have both jobs? >> not very long. my successor, the president has nominated cathy cenninger on the hill today. she's a tremendous candidate and my hope is she's confirmed before the senate goes home in august. >> great. mick mulvaney, thanks fo

secret today to intelligence and if the russians who are very good at this have access to a pot of big datai would not be surprised if they used it." mail-dot-ru had access to american users' personal information at a time when russia was launching its disinformation campaign through facebook and other social media,and began to meddle in the 2016 u-s election. (ken) in a statement to cnn, mail-dot-ru is claiming user data was neither shared with or made accessible to any russian government agency. and the company also claims to have never harvested friends of users data. the company says it is now cooperating with facebook on the internal investigation. (ken) now to our four zone forecast. you're looking live at the golden gate bridge.(pam) kron-4's chief meteorologist chief meteorologist lawrence karnow joins us with a look ahead lawrence karnow: we have seen a variety of clouds around the bay area today. there has been patchy fog and cool temperatures at the coast with highs in the 50s and 60s. and there were high clouds that moved in late in the day but it was still hot inland with highs

one is big data and analytics. we enroll smart phds on the outside and they came up with a 27 factor model to determine relative risk of crossings and that drives our team on the riskiest crossings to work with local community to mitigate the risk all over the place. >> given the fact a fair number of republican legislators in a train earlier this year that hit a vehicle at a crossing, are you seeing any legislative move toward benefits? >> what i am seeing is those conversations are more meaningful and we can drive to personal experience which always helps. the other thing that is important is 70% of the crossing accidents on all railroads happen with active warning devices, gates or flashing lights. i don't think it is about adding more flashing lights but we have got to harden the infrastructure to the greatest degree and shunt drivers to those places and next thing you got to do, when developing the economy build traffic law into the autonomous vehicle and if it is not clear don't go. that autonomy will help us

. >> big data is the secret today to intelligence and if the russians who are very good at this havebe surprised if they used it. >> reporter: mail.ru with access to american users' personal information when russia launching its disinformation campaign through facebook and other social media. and began to meddle in the 2016 u.s. election. jake, mail.ru claiming tens of thousands of users in the u.s. and not millions and data user was not shared with or made access to a government agency and told us despite the willingness to cooperate with facebook on an investigation, facebook has yet to reach out to mail.ru. jake? >> drew, thank you so much. >>> now the national lead, thousands of kids have not yet been reunited with their mothers and fathers, crisis created by the trump government and appears they're taking their time to fix it. cnn's ed lavandera picks up the story from the u.s./mexico border. >> reporter: two fathers, one from guatemala. the other from honduras. some of the few who have been reunited with their children in el paso, texas. pab pablo ortiz said he was separated ap

data a lot of loads of big data and you could understand that hey this is better. for for example fission site and you could detect it from the cells tst up on the last and for any crime ballplayer and who are in danger of crime who have such algorithms and could predict the crime of the stage of preparation so you know for most of us it was still don't fully comprehend and the real threat from cyber criminals because yeah we talk about this yeah you're here explaining to me how this all works but it's still kind of an apparel reality i mean until your bank account is emptied one day we all know for instance that if you leave your things unintended they will get stolen when will we realize and fully understand the extent of that or the danger of cyber crime. generation. usually belief in this when we meet the cyber crime when we see everyone each one of us has to encounter cyber crime in their lives in order to alleviate friend. or family business doesn't work like that with a real crime right like if you don't need to get killed or someone in your family does need

one is big data and analytics. we enroll the help of some smart ph.d.s on the outside and some of our own and collectively they came up with a 27-factor mod tole determine relative risk of grade crossings and then that drives our team on the riskiest crossings to go out and work with the local community and come up with a game plan to mitigate the risk. we're doing that owl thever -- all over the place right now. >> are you see, given that a fair number of republican legislatures were in a train that hit a vehicle are you seeing any legislative move toward anything? mr. fritz: what i am seeing is those conversations are much more meaningful. and we can drive to personal experience. which always helps. the other thing that's really important is fully 0% of the grade crossing accidents on our railroad happen where there's active warning devices. either gates or flashing lights. so you know, i don't think it's about, let's add more flashing lights -- flashing lights, i think it's about we've got to harden the infrastr

. >> big data is the secret today to intelligence. if the russians who are very good at this have access to a pot of big data, i wouldn't be surprised if they used it. >> reporter: mail.ru had access to american users' personal information at a time when russia was launching its disinformation campaign through facebook and other social media. and began to meddle in the 2016 u.s. election. wolf, in a statement to cnn this afternoon, mail.ru is claiming user data was neither shared with nor made accessible to any government agency and also claims to have never harvested friends of users' data. the company says as of last night, though, it is now cooperating with facebook on facebook's own internal investigation. wolf? >> drew, thank you. let's talk about this and more with senator ben cardin, top democrat on the foreign relations committee. senator, how were you going to protect americans from this kind of intrusion? >> well, wolf, it's good to be with you. i authored a report on behalf of the senate foreign relations committee six mont

. >> last but not least is big data we have seen big data transform every industry, whether it be travelalth care. and we think by big data has a role here but very much industry led. >> you are from the private sector the former microsoft cfo is the government better equipped to do this and the private secretarier. >> a at proikts proirkts couldn't you have had the apprenticeships and training programs. >> to correct you there we are not stepping in to provide we are going to highlight thp and have the companies promote it this is not a government creating new training programs sure we do some of that. but this is going to be very much a private secretarieser led. >> you're encouraging the private secretarier. >> where is the money coming from who -- all of these things take money. and it either is federal money or it's private money. and are you looking for companies to pledge specific dollar amounts that they will commit sno or what. >> specific commitments to workers, whether they put more money in or use different programs or create apprenticeships that's up to them but it's encoura

sixth, use of big data and automation. the irs regularly uses technology and big data to identify fraud and noncompliance, but fails to use technology to help taxpayers get to the right answer or prevent or minimize harm to taxpayers. the irs could use the data it has inhouse, for example, to identify taxpayers who are at risk of economic hardship and therefore are highly unlikely to be able to pay basic living expenses if the irs collects back tax debts. this approach could be applied when selecting cases for private debt collectors. seventh, local presence. research has shown personal contacts produce better response resolution and agreement rates than less personal contacts and also result in better educated taxpayers. yet 12 states do not have appeals or settlement officers within their borders and 14 states do not have employees to conduct outreach and education to small business and self-employed taxpayers. of the 362 taxpayer assistance centers, 25 are not staffed and 84 have only one employee. moreover, a trained a

lives i don't want guns to protect the elephant i want guns because they are people that dump a big data fund that these different because that come with guns if. they are going to die. today the locals are celebrating the opening of a small center for handicrafts. when you sit around and says. come to watch the dancing and share the villagers hopes for the future of design doesn't go region. are you interested in finding out more check out our facebook page where you'll find inspiring stories including those. from the us on. the team. names are not on your nine fourteen years old. story buildings or the toes in the north room. i love surfing and also playing the guitar. i'm like a water rat i'm really interested in a marine life. that's on the. we're three brothers i am the oldest. my father works in a marine biodiversity conservation and my mother is a homemaker. sharing life with my family and my parents going to school and surfing with them. so when i'm out riding a big wave and go under i sometimes think i'll never find my way out that's really scary. you know a lot of. that already

government, for instance, can monitor the searches of all of their citizens in sequence through big data cetera, and authoritarian control goes from being benign and enlightened to being creepy. tom: are we becoming more authoritarian? not only the trump ascendancy, but what we have seen in the first 500 days or whatever of president trump, but are we more authoritarian? dr. bremmer: i don't think we are, but i think the world is. and that was going to happen to a degree no matter what simply because of the rise of china, but it's empowered significantly by these technological tools. i first noticed it in syria, the war in syria, when assad with a few hundred russians helping him out suddenly had the ability to look into the social media accounts, the smartphones of all of these syrians and within a matter of months, anyone who was a member of the opposition who was promoting this was under threat, was jailed or worse. and you put that control in the hands of china and suddenly you really take away civil liberties and instead you give people economic opportunity for behaving in the way t

for more than two decades arkenstone what we call the strong with the big data and it's a throwback to the social and economic improvement the people to understand the leap between democracy and social development this link is not yet where understood like you said there's corruption tunisian unemployment rates are high finances are in disarray the tourism industry is threatened by terrorism i mean it's not that much better and under the former dictatorship right so how can you explain to young people what this was all really for if they don't see much difference. well first of all they see a difference they see a difference because for the first time tunisian leave they did then they don't labor under fear you know because under the dictatorship the situation was a psychological situation of the people was extremely extremely bad i think a delusion were very frayed that the secret police tunisian were pretty proud of everything and they. they use it to to to feel to shame it and of being just subject to to dictate to the dictatorship and corrupt dictatorship so i think they see the di

of course, amazon hasn't had a big data scandal recently, so that helps.ct of the cambridge analytica scandal that happened earlier this year and we do have concerns about user privacy, amazon, so far, although they are handling a lot of user data has managed to evade that problem and thatis managed to evade that problem and that is because their business is slightly different. what was interesting was the growth in the cloud compute in services that amazon now offers, which people wouldn't normally associate it with a. if you asked people what does and is on provide, people would say online buying and selling. an interesting point. it shows that amazon has been able to jump interesting point. it shows that amazon has been able tojump into categories where people didn't necessarily think that they would be there. the cloud computing market is now dominated by amazon and only after that you have google and snp. amazon has been quite successful in responding into new our areas, or like cloud, but also areas like food delivery, pharmacies and drug delivery, p

assessments, who said it was 90% of failing, he bears responsibility.” think the level of support needs to big dataeen a bit of a mix, there are some places where it is working more effectively than others andl working more effectively than others and i think we need to make sure that we raise the standards across the board. so he is terminating the contract is two years early, private companies will still be involved in future but will be given tougher standards to ensure that they get criminals out of crime. tom symonds, bbc news, 0ldham. after surviving the brutal war in syria, a group of child refugees and their classmates will take to the stage in london on sunday. they'll be performing a poem about the conflict, written for the bbc proms. caroline hawley went along to rehearsals. it's a long way from the rubble of war to this. welcome to royal albert hall! what do you think? it has been a tough but extraordinary journey for these children. this is sajeda, who is 1a. several of her family members were killed in syria and her story is not unique. mohammed is also 1a. he escaped lebanon before c

they're developed by big teams, have pricey radar and lasers, and use big data maps to find their ways. his off—the—shelf cameras talk to an algorithm that reads the road, even without maps. india's government is against driverless cars because they fear job losses, but the tech being developed here could still travel far, especially with the advent of artificial intelligence. now, whether or not at some time in the future india will have driverless cars is very debatable. however, the same technology can be used to make india's roads safer. many here place their faith in dashboard—mounted gods to protect them. please maintain safe distance. but with 150,000 dying on india's roads annually, driver i, a hazard warning system developed in bangalore, might also merit a look—in. beeping so why did it go there? it is too close to the left and it was about to collide and that is why it was detected. and it's just as well, because they were policemen. driver i is a clever back—seat driver. so this is the front camera. it measures acceleration, orientation and it has ag, but also artificial i

innovation and farming has a lot to do with big data being able to have positioned farming. precision farming one way to think about it is they put underground tape on the grand so that you don't waste the water with abortion. you need to know where that tape thithattayves and plants acrossp of the tape every single time. and so having a gp gps satellite setup and having broadband to be old to do that is important. so, the single biggest infrastructure issue for rural america would be broadband. the other thing is you're not going to get kids to go home to small-town america if they don't have the connectivity. they are just not going to do it. that's all they've known all their lives, they've got it. they are not going home and not being able to do the couple things they wanted to do without broadband so that is the other piece. >> the ultimate question, back in texas you start a business with president george w. bush 43. what did you learn about running a business? or what did he learn from? >> it's hard. i wish i would have been partners with him on the baseball team. i w

machines that these guys have ability to -- big data. we take that data then and then identify suspicious tendencies of packages, of targeted packages. those panels are are then electronically held out and inspected by customs and border protection, and investigations are followed up with our partners, again, from drug enforcement administration, federal bureau of investigations and the postal inspection service. >> grease, thanks. >> yes, sir. >> -- great, thanks. >> there, i have a question for you, and that is what is holding back med e case-assisted therapy or treatment in this country? you mentioned the experience of france in your close. what do you -- i mean, i know it's multifaceted, but if there were a new things that you could change, what would they be when it comes to wound rah nor be teen but the other options as well. >> i think it's one of the greatest barriers, and i think there are many reasons, there are many barriers to patients accessing this treatment. there are ideological barriers, for example, where even some folk

you heard mayor berke talk about broadband, all of this has to do with big data, and the precision with farming. precision farming puts underground tape in the ground so that you don't risk wasting water with evaporation. right across the top of that tape it lands every single time. they still have the gps satellite set up for the broadband system to do that. they say the biggest infrastructure issue would be broadband. and you not going to get kids to go home to small-town america if they do not have connectivity. this is all they have known all their lives to go to college in the big city they got it and not going home and not being able to do their creature comfort things they want to do if they don't have broadband. >>> getting the hud care in absolute question, you started the business with president george w. bush. what did you learn from president bush about running a business. >>> it is hard. i wish i was partners with him in the baseball team i would've made more money. it is hard. he and i i was a cfo in the company, and we were responsible for making payroll every two weeks.

the software engineer believes he's found the perfect antidote to computers and code, and has the big datat alone. >> there are thousands, maybe 10,000 chicken coops in silicon valley. i mean, there are... , reporter: 10,000! >> ...there are a lot of coops. >> reporter: online, companies are hatching plans for do-it- -ourselfers to build stylish backyard coops. but in the million-dollar backyards of silicon valley, the coops and the chickens are really something to crow about. ( chickens clucking ) an she is a giant blue cochin, me of my favorite breeds. i built this... this coop oopecially for them. >> reporter: this is not your average chicken coop. >> no, no, it's not. and it's right off of my kitchen, and i wanted something beautiful. >> reporter: laura menard's custom-built chicken coops have antique stained glass windows and detailing added by a master asrpenter. do you think your chickens are happier in there than they might be in some simpler coop? >> well, no. i don't think they care... ( laughs ) ...to be honest. >> reporter: menard breeds heritage chickens, like the opal legbar

my sort of big data. it's just silly and then i was so moderate she done it with the whole doll out of body. and ear and now it's going the how i got on today no luck i mean there is a new or so do i. do you. love a semantic on how to do in the us now i learned to view on our talk very clear on the rush of going to see others. less come out of color and that you can dominate musselman how about piccolo coming out criticism. met me kind of how. me not that start where and when i was a how did i say look here that i'm down with the look in with the expert liban wall to joggle son to send stuff to mom international. mom star were no can say to stop but at the top another to what are you wishing the whole bunch on economic genocide is the habits of yourself we have why the she shot my domino much sakit bus appeared i mean she had these i can try to stop the one unless she can dive bomb or if she can walk to my feet. were you afraid that they would not accept you. i love fear fish if you host a bonfire hole fr

mechanisms are reinforcing a bias rather than leading to more inclusion of the ftc has done work on big data issues and i'm concerned our existing laws to prevent discrimination can't be easily used when it comes to how technological choices or how technology is affecting the choices of firms in the economy especially with housing and employment. >> what can the ftc do to make sure they are protected? feel to have the resources necessary? >> we do have the fair credit reporting act we have not brought a case in a long time i would like us to energetically enforce those two laws but truthfully on the second part of your question answer would be no i don't think we have the authority to confront these issues you are raising with respect to privacy and data security. >> and net tragedy is the issue. so do you believe the recent supreme court decision affected the ability with anti- competitive behavior with net neutrality by broadband providers? >> i don't think so. so basically the basic crux is limited to situations to design a platform with a transaction providing a service to both sides at

this is with our big data analytics platform.gain, jobs and the economy is , jobs and the economy is what immigration is ranked as issue number five. so, there is a lot of noise around that. people that care about that issue feel like that is the onlp issue. however, we are not a single minded issue voter block, or community. it is diminishing the sophistication of this audience. the fact that we do care about growth, prosperity and achieving that american dream. people like me, i am an immigrant myself. i am here to work so hard. that is what we want to achieve. not just for us, for all americans. >> tucker: the assumptions of the country, they diminish the people. absolutely right. thank you so much. super interesting. >> thank you, tucker. >> tucker: it is pretty obvious there is a crisis on our southern border. tens of thousands people are crossing illegally or rising to demand asylum. who is to blame for that crisis? again and again we have heard that we american citizens are to blame. are we? she is an editor at the city jo

the third thing, is big data and artificial intelligence.ok at the world five to 10 years from now, and that is not so far, i think we're going to see a world that will be very different, depending on how we handle the world in terms of data and artificial intelligence, how we use it, it will be a different world. the world in terms of that conflict or competition with china will be a very big deal. and then that issue of whether we can operate as a country, as a whole, in which we don't have the factionalism where we are united among common principles and pull together to be effective, those will be the three things. taylor: up next, more of this week's compelling conversations. energy executives from around the world discuss how a trade war would hit their business. and two has of government speak -- heads of government speak exclusively with bloomberg. malaysia's prime minister pulls no punches in describing donald trump. >> he is mercurial in that he changes his mind every 24 hours. taylor: this is bloomberg. ♪ ♪ taylor: welcome back to

. >>> still ahead on "worldwide exchange," big data on the docket the one key number everyone on wall street is watching. what it is and why you care. later on, we'll hop on the ban-wagon. disney making a huge change to its theme parks that has yby buzzing this morning man: are unpredictable crohn's symptoms following you everywhere? it's time to take back control with stelara®. for adults with moderately to severely active crohn's disease, stelara® works differently. studies showed relief and remission with dosing every 8 weeks. woman: stelara® may lower the ability of your immune system to fight infections and may increase your risk of infections and cancer. some serious infections require hospitalization. before treatment, get tested for tuberculosis. before or during treatment, always tell your doctor if you think you have an infection or have flu-like symptoms or sores, have had cancer, or develop any new skin growths, or if anyone in your house needs or recently had a vaccine. alert your doctor of new or worsening problems, including headaches, seizures, confusion and vision pro

it gives you the big data and shift in medicine and healthcare. it gives you the shift towards defense technology. and trucking. none of this is going to happen if you can't move what you are buying somewhere. out on my motorcycle the last two weeks i saw trucks all over the place. this is a reinforcement that amazon is on the move. you do it by trend, not necessarily by company. charles: in the last couple days a lot of big firms lowered their gdp numbers. the atlanta fed went from 4 1/2 to 8 about 3%. do you have a number for us? >> that's like playing pin the tail on the donkey when you are 5 years old. i will go with 4.3%. government statistics are always more cooked than the christmas goose. charles: i will stick with my 5% number. the battle over ghost guns rages on. [music playing] (vo) from the beginning, wells fargo has supported community organizations like united way, non-profits like the american red cross, and our nation's veterans. we knew helping our communities was important then. and we know it's even more important today. so we'r

one is big data and analytics. we enroll the help of some smart phds on the outside, some of our own and they came up with 27 factor model to determine relative risk of grade crossings and then that drives our team on the riskiest crossings to go out, work with the local community and come up with a game plan to mitigate the risk. we're doing that all over the place now. >> are you seeing given the number of legislatures were in a train earlier this year that hit a vehicle at a crossing. are you seeing any sort of legislative move toward anything in. >> what i am seeing is those conversations are much more meaningful. sdp ye >> yeah, they are. >> we can drive to personal experience which also helps. fully 70% of the accidents on our railroad happen where there's active warning devices. either gates or flashing lights. i don't think it's about let's add more flashing lights opinion i think it's about we have harden the infrastructure to the greatest degree. that means stop and if it's not clear, don't go. autonomy w

the big data approach may allow us to get some sense of what is the difference now that we have more ic data, and what more successful ones are doing that could become a learning platform for other states. gov. bullock: other questions? >> thank you for being here with us. you mentioned research you have done with dr. kruger about things that don't work, sort of building on the opposite of the last question. address people doing to the chronic low unemployment we will face in the future? what do you think people should stay away from? dr. katz: i think that, you know, traditional job-training programs that did not have a -- we linkage to industry found in the 1980's and early 1990's, a lot of traditional job training programs had very little return, particularly for adult workers. i think looking more at the state-of-the-art one where you bring a community college, a local nonprofit, and you combine it with an industry where the ideal is where they have jobs today but they think will be a pathway to what has been successful. things that look more like wage subsidies to employers are n

we provide data, the analytical data along with seizure data as well as other points of reference to go into the big machine that these guys have the ability to, we take the data and identify the suspicious tendencies of targeted packages. these packages are electronically held out and inspected by border protection and investigation followed up by the course administration, homeland security investigation. and the postal inspection service. >> i have a question for you, what are you holding back in this country? you mentioned the experience of france, i know it is multifaceted. if there were a few things that you could change, what would they be when it comes to the other examples as well? >> i think it's where we've got one of the greatest barriers and there are many reasons and barriers, they are ideological, it's exist -- it's an example were people in the treatment community are under the treatment of your treating opioid addiction with buprenorphine or methadone maintenance, it's not really treatment it's just sub setting. so, there's this bias. but i think the single biggest barrier to the pa