a year, 1,200 in two years. >> are you able to find those kind of employees? in machine learning, there are not that many people doing it. >> that's true. it's a highly competitive market. c3 seems to be perceived of as a highly desirable place to work. in the last year we had 100 open positions posted for which we had 26,000 applications. >> you're going to be okay? >> where are you mostly hiring people from? from social media companies? >> a lot of these people are phds coming out of stanford, burkely, from google, facebook, from virtually everywhere. >> it's interesting because we hear so much on ai on the consumer side and so much on the enterprise side. is it the same qualifications, the same skill set? >> they're very similar skill sets. i think most of the people that we are hiring have hard -- backgrounds in hard science, industrial engineering, physics, electrical engineering, human buy olgs combined with data science. it's a little more industrial and commercially focused than what we see on the consumer side with an amazon or google. >> i'm curious going forwa

or sometimes in a machine comes in handy are not getting tired that easily german chancellor angela merkel has been traveling quite a lot recently she is currently in the japanese capital. tokyo meeting with japanese prime minister shinzo in a joint press conference both stressed the importance of close straits ties in times of rising protectionism america's this it comes just three days after a sprawling trade pact between the e.u. and japan came into force. good friends are important especially in hard times that's why german chancellor angela merkel has been emphasizing during her visit to japan a major ally in her call for free trade but their relationship is about more than trade in some comfort my dear. i am in japan for the fifth time now but we've met seventeen times already. and we've always worked well together even at international conferences. and we have a long friendship with twenty twenty one marking one hundred sixty years of diplomatic relations for us it's an incentive for us to work even more closely in an ever more disorderly world. for his part a warrant against rising

term investment a long term decision and but the interesting thing is that they are investing into a machine learning throughout all their business ventures so they are profiting from these investment on the advertising part of their business but of course also on other parts so i think we just have to wait a couple more months or years but they will definitely see the next big thing coming. i want to talk about the data protection here for a second. alphabets cash cow google was hit with a fifty million euros fine in france for violating european data protection laws just last last month and now the pressure on these digital giants is on when it comes to data protection and the reining in of this information do you feel that these companies are responding in the right way well i think they just don't care i mean and to trust regulation and fines and privacy privacy especially in europe you know very concerning and governments within europe you know trying to find a way to regulate. google and other into the giants this way i think this let's say for these fines are already priced in and the

them with others and readjust itself until it reliably recognizes the great progress has been made a machine. system recently managed to be the world's best player in the complex chinese. that system used to machine learning method called learning with neural network. neural networks are mathematical computer structures that mimic the human brain. the mathematical nodes. these are arranged in various layers which are interconnected or. specially suited for recognizing passions and large datasets helping perform repetitive tasks these systems learn through experience and adapt accordingly. so not so easy to understand how a neural networks work to put it simply if a network wants to analyze something it breaks it down into its parts for example for a neural network to understand the difference between apple pie and cheese cake it will first look at the recipes and study the ingredients or parts of both and find out what differentiates the two. this is known as pattern recognition and has nothing to do with creativity but speaking of creativity the fresh produce. thinks it could make the emerg

. >> i do not have a political machine, i do and a come from money.

a. machine on. when them however the body of i am a small bit of. fog the how cool gives you to one hundredth of aqua not only don't matter geno machine on the seldom will give you two lessons in the caves use the word fiddle phenylephrine you must a bit below one in logic on a whim and what pressure on no one will unlucky the house of god but she will. enough is. enough. let it get. it. that she will hold. it he's. like. the. letter. and. the hand on us and on the the letters and then the. can. and. the man for dealing with. the health of anybody any more but get those of us the has to keep. have a holy and and but at that. clear i am. not here to hear. that they can't stand. the. sun so does your. son in the female body in for the d n a with danny hogarth's. new on our gun say yet someone had on one machine. in the last kind of thing going on is a shelf komo can come senora over my nose and it was a mother far too literal. matushka. the line a canal is something that mccain and myself of our own and we do many the sufi bloddy. mcafee almost on its

level of self-awareness the development is likely to reignite the debate about what it means to be a machine. irish budget airline ryanair has announced a twenty million euro loss for its third quarter which ended december on the back of weak fares now the carrier expects profit for its financial year which ends in march to fall by nearly one third europe's largest low cost carrier has endured a difficult eighteen months due to cancellations strikes and higher oil prices which have affected its earnings. with price at less than two months away and no deal in place u.k. based businesses and supply chains stand to lose access to the european single market in one fell swoop on march twenty ninth japanese carmaker nissan has now decided to act and shift production away from the u.k. . the misson plant in sunderland produces more than half a million cars a year its new flagship s.u.v. the extra zero was also supposed to be assembled there but that has changed the japanese carmaker has shelved those plans due to uncertainty over break that my reaction to this effect of almost as absolute disappoin

off his future because there's the inherent business model behind it by so i want to pay the machine to do do a certain service for me and this this pain may can only happen through this open network and is open crypto currency right so that the machines can actually accept my currency and i can a pain machine and i can pay them for the service. machines that communicate with each other by the foundation of tomorrow's smart urban centers there are some concerns about the security of the new technologies but there's no question they'll play a major role in the cities of the future. what would modern cities be without elevators a lot closer to the ground that's for sure but that's not an option for the mega-cities of the future which won't build outs but up german firm to syncrude hopes to be at the forefront of the latest developments by completely rethinking the humble lifts among its developments a mag lev elevator that can go higher than any of its traditional counterparts and move sideways as well sounds pretty cool doesn't it take a look. the way skyscrapers a bill to set to change dramatic

a. kiddie machines you put a dollar any get your m. and m's out. she just exchanged words very much like that oh yeah i've had a lot of conversations with the same shift about this i can a machine analogy and you know it's a wonderous piece of technology it is thought of as fast they now ironically gerald cotton the c.e.o. who allegedly died in india had been involved with creating industry security standards via air groups a for not going to comment on that is that what's going on there no out so gerald was an advisor to see for and he advised her very first initiative is certified when professional certification is c.b.p. it is a personnel certification that is assigned to people who can demonstrate that they know and understand because when addresses when transactions and how to use because of their daily life gerald was not an advisor for the cryptocurrency security standard which is a systems certification. it's easy to get those two confused and i know that we we have a lot of that and suit or see if he deals with people he sees us as deals w

apparently it has been used in some schools across the country how to build a political machine. the chicago democratic party, which mayor daley controlled the people running the cook county board and city hall. he ended up controlling the legislature and some governors and taylor knows more about that because he was the here in this era. it was building block by block, having block captains who had to get out the vote and if you got up about you are coverage was picked up in your snow was plowed. if you didn't do that you got fired. there is a lawyer named shackman that took on the daley machine saying that people shouldn't be hired or fired just for political purposes. but in the early days of the machine, i guess starting in the late 50s or 60s, outside performed for the party or you didn't get jobs. it's funny, the newspapers inside chicago have done a good job over the years slating sessions. you go before the party organization to be slated as a judge. and if you haven't, and people talk about how they walked precincts to become a judge. and then they get slated and if the

a. machine and put us on the old those too. for much more because of whimsy i'm upset that at the most horrible to. be. civil. to me. he. or she would be moved as i did he would be. seated. right here. will save me. from manzoni feel snotty about some of the supporters it doesn't even just but he forgot what you would you don't want the mores of mind to. evolve you are so crucial bribe you argue the best way to believe what you will but i'd be left to. believe that how do you want to be accurate. if you think. it's just from. the start. for both. before. you get where you're. sure of the idea. i suppose there's nothing to do to change it through the horn just give. it. a. feeling that if there is a world. where there's no. machine starts the something doesn't just. well. what i despise the workers of the holes i suppose from all. defrayed will have me well working. one of all and you will. be there with them early and know your numbers will come. to the distribution answer. this reason will not grow at your book you. know what.

and whose fault is it if a self driving car injures somebody is the drive always reliable or can a machine take the blame. in many countries the driver is responsible this ruling is based on the vienna convention on roads traffic signed by over seventy countries it allows the transfer of driving costs to the vehicle provided that the technologies can be overridden or switched off by the driver so it seems self driving cars are still not permitted the legal situation may be complex but so is the technology. we spoke to an expert on automated driving he works for one of germany's leading research institutes for road vehicles and rians lucky started automotive technology has been working on autonomous driving for years even trying it out on the institute's test track we asked him to explain in more detail how self driving cars work. the auto industry is working on prototypes that are able to recognize their surroundings the technology includes cameras radar and ultrasound sensors they tell the car where it is and who for what is in the vicinity. a radar system is installed behind this logo so

have a machine holding. the russians to. be. seen another lies in phosphor reality and a license new machine ready to marry and to for just a memory and before taking this this is because we are kind of witnessing is tit for tat action reaction president trump makes one announcement then president vladimir putin says well in that case we're pulling out too and we're going to go ahead with our plans these it's for kids to play about other things but not to. blame yourself thank you and have treaty was signed by us president ronald reagan and soviet leader mikhail gorbachev in one thousand seven it was the result of high stakes diplomacy and military maneuvers threatening to reignite the cold war which was a ready winning at that point. it all started in one nine hundred seventy six when the soviet union placed s s twenty missiles on its territory capable of carrying nuclear warheads with a range of about five thousand kilometers unlike intercontinental ballistic missiles capable of reaching the united states yes as twenty missiles

and whose fault is it if a self driving cars injure somebody is the drive always reliable or can a machine take the blame. in many countries the driver is responsible this ruling is based on the vienna convention on roads traffic signed by over seventy countries it allows the transfer of driving tossed to the vehicle provided that the technologies can be over ridden or switched off by the driver so it seems self driving cars are still not permitted the legal situation may be complex but so is the technology. we spoke to an expert on automated driving he works for one of germany's leading research institutes for road vehicles ariens lucky started automotive technology has been working on autonomous driving for years even trying it out on the institute's test track we ask him to explain in more detail how self driving cars work. the auto industry is working on prototypes that are able to recognize their surroundings the. radar system is installed behind this logo so it's not visible but the radar sense can see through the logo and. down here we see a laser base can lead us and. it registers

a city the machine your voice religion either becomes the two of you know it against you. on one. side or the pots. that i said goodbye to. one. of which you accuse or no it's abuses for the others it was you. just look to the end. of my no i don't have the time and i wasn't sure what i please now please the ways of the why did the wiser just. saw the light you. want. to miss you might. as well as. some i've enough those don't really cross these days but the just. let. me. go. national. people's congress took up by going to the group should not give. up on you do it mr . bush. fish get me out of there whether you should do with. what you liquor stores better than what you like. down israel. we should you know you shouldn't be upgrading doesn't the only people pay much more person you can generally sleep still. not like. slippers then you will blow if you can use their lives. in one room. yes and you know it was never able to offer up him which will cut him loose and you . see if i would still be alive after. you with your. capital. you always you gives a shit what you don't want y

was happy that it came out that president nixon seem to have a vendetta. >> the next one indicted was not endorsed by the democratic machine in chicago but he was a rebel democratic named dan walker. walker was elected in 1972. walker was a terrific came painer. >> he w -- campaigner. >> he was known as bandana dan. he put on a red bandana. he went to the southern tip of the state. he walked the length of the state in a zigzag getting press coverage everywhere he went. it was this maiamazing out pour of media coverage saying i'm going to take on springfield. he got known for that. >> all sorts of democrats would refuse to talk to him. they would not be pictured with him. he spent the whole time talking to people who had not been involved in the political process one way or the other. he brought in a lot of young people who had no interest before that in politics. he slept in different homes. it's in the 1972 walker upset. everybody thought paul simon would defeat this guy who come out of nowhere. walk around the state. it was quite incredible. his governorship was a mixed bag. he engaged in confrontation with everybody. no

alex the a misfortune to come to him as a machine looks. stuck from your brain to. the sofa crimes against humanity. civilians become witnesses. their record of images travel around the globe via social media. is for example a fictional one is fact. digital investigators combing through the flood of images they combine sources try to reconstruct what happened and to substantiate claims of crimes. thanks to this video recording of the soldiers who shot the young man is on trial now. forensics between bits and bytes. painting again. evan in. civvies chance because justice is about the truth. truth detectives starts on february fifteenth on t.w. . hello and welcome to a new week about some culture robert merrill is a quick look at what's coming up today. on the fortieth anniversary of the iranian revolution we're joined by filmmaker marion's are a born in iran's most infamous political prison a documentary born in evene premiered at berlin's international film festival. she was a love addict and a serial cheater and wasn't afraid to write about it as part of a series on

straightforward answer he predicts a machine rebellion are we heading for a terminator scenario alfonzo doesn't think so he says that computers can still only do what we tell them to do that's true but for how much longer thanks for getting in touch what is right why don't we. do you have a science question that you've always wanted oncet we're happy to help out send it to us as a video text ovoid smell if we answer it on the show we'll send you a little surprise as a thank you can i just ask. you'll find as i do w dot com slash science or drop us a line at d.f.w. underscores site tech. time for us now. watch out too often we stuff ourselves without even paying attention that's not a very healthy thing to do even if what we're eating is irresistible. are there ways to make our diets a little healthier. we decided to try some novel substitutes for one of the world's favorite foods. the luvox a family knows all about pasta jews are removed from italy to germany when he was only six but the classics from his home country always end up on their dinner table . every day it's in my d.

and there's a number machine and not. can it get away with all of them ok if the whole was not an animation anyway it will be like the battle day only the wooden astley ever get larger. than a big. name of the one that had been. given to people. who give the new nightly. what the how do we learn our d. as soon as our own inner jane mean the whole corn girl before. why do men are well known asia was so and i think she was. awful. i think syphilis terminology as a. election. they have elections people are suffering from many things and they're. sick you are and i think. they can make it to the to become sick and stable country so i think he has a big chance and they think the people ninety percent of the people they'd be happy to say for someone that actually. see the crisis in venezuela intensifies with new elections for the opposition held national assembly told us sanctions. imposed assassination threats. there's no time for dialogue this is time for us.

was that of the artist after all it was human genius and skill that produced the mona lisa could a machine produce a similar greatness by itself we sent our reporter claudia lusha to find out what happens when artificial intelligence meets art. people are all machines more creative they are a is breaking into the art business and it's turning everything on its head. the most it is good the music is an algorithm it's a program that serves to generate variations on my art and what i do in the chords . coming sheens be creative and if so how. the painter roman lipski works with data scientist florian dorman he's written a program phillips that analyzes the way he paints the colors and the composition and then creates new pictures based on all that information. it started with this picture since then the style has become progressively more abstract the muse has so far generated several hundred thousand pictures. bit as that's just a picture is ultimately a matrix of number of the so one can imagine that the muse is actually a very clever number generator and can determine the color values of i

we look at a simple war era electrotherapy machine, transport helicopters used during the vietnam wartraption used to

would be for level they kind of indication that's that's possible so it does not prove a machine but we're not the fog of the change. and the only event is later still must. have. and there's a number you know not. all of them ok if there. was not an animation of that yeah it would lie about who they are we would ask the other guys i don't know that to be. the one that having. people. give their name now to you. what the how do we. know do you need to hold my daughter for. what i would not know your son i think she was. five. oh. no i didn't stress to her. when. i did less have that shout was why i asked me why have i now us i had to sit and do this she really overindulgence and has no no one. and i'm aroused. static clock but i think so my guess. i made up story. so. and then i was that's not even. go. on to. my school. and also the director a lot of us had enough so that i said that it's been or just said enough so that i'm sort of a show rather a lot on mars or a liquor night a moment because i'm going on for a while and then i thought for the. for over. a last. good bye has he mov

gun post, there is a tower in the 15 or 20 foot tower on each corner with the guard with a machine gun. this is a high security prison and when we arrived about a day or so after we arrived we found out that we were in the house which auschwitz . these are numbers i found out after the war, in auschwitz who were several gas chambers were the nazis were killing people by the thousands in the gas chambers. and there was a total number of people, the estimates are that there was a total number of 1.2 million people people killed in the auschwitz birkenau compound . >> you can see the american air force photo which shows just one part of the auschwitz- birkenau complex. every one of those little lines that you see a little black lines is a bear, this is where people lived so, you have literally hundreds of barracks and it goes on and on and doesn't show the whole camp. and, what's interesting about this photo it's a good orientation for you, is that every two lines of barracks, every two rows of barracks typically was one camp. so imagine there is a barbed wire between every two of those l

last year they had some more firepower in their attack with the likes of gorecki i know he's not a machine that is an important component of the attack but i just don't see much hope with us. plays like him in the side anymore against a team in muncie that really needs european success you know and they might not be quite the level they were last season months at sea but when i see recently at six nil you can see that they've got more than enough to deal with. his feeling very clearly i have got to go how would you explain this what we can only really describe is a rather odd situation strange situation for shell. if you see what charge is telling us or everybody injuries strike us are not scoring and there are so many points and what i think is that there are so many problems india team. it's unbelievable why they are in this position right now. in the beginning because the d.c. team is the wise champion from last season so you can. have a season like that and i don't know if this will be like to disclose as it's a very dramatic situation put him at the moment dramatic indeed but i want t

in the old days, you would have a piece of technology like a machine, a handful of people use it to beductive. with software, you can build gmail and put it on the internet and one billing people can use it to become more productive. the ratio can favor labor because a smaller amount of capital can make more people productive. >> that helps explain where we are in this environment. trying to understand why we continue to have this strong labor force, no signs of inflation. ofthere certainly is a lot -- people talk about substitute goods and complement regards. when they do technology emerges -- when a new technology replace aou might test replace a tesask -- >> i don't have to call a cab. >> cars are an interesting example of a couple mentally good -- complement three good. -- complementary good. if battery prices go down -- certain software and technology, as they go down and cost, the human labor can become more valuable. there's a great book that talks about how machine learning can cause human judgment to go up in value. chat, checkof our out our bloomberg businessweek extra podcas

paying for data buying data from a lot of machines and so on and so forth one city that is already making use of this technology is typing in february twenty seventeen iotas signed a partnership agreement with the taiwanese capital. interesting thing about taiwan is that they're very open to new innovations so they also want to provide an environment where you can explore your technology very contested all right and so the city came to us and they wanted to partner with us smart citizen of great interest because there is true r t environment berber contests different use cases from different sectors writers and editors mobility supply chain. the we know sharing project is also geared up to this large city it has several thousand electric scooters available across taipei that are reserved and paid for by and the aim is to reduce noise and pollution. the type you thor and he's also have a joint venture with the supermarket chain to improve convenience for food shoppers mini's support over twenty cashless payment systems credit cards to. smartphones of course they're open twenty four seventh

. >> she had a machine gun, and she fired it in the direction of a group of people. witnesses saw her. so that case is a nightmare. it couldn't be won. first tattoo? yeah relax, amigo, it's gonna look ok. only ok? no worries boss, i'm one of the tattoo artists in the city. you mean one of the best tattoo artists in the city, right? something like that. yeah. uh, aren't you supposed to draw it first? stay in your lane, bro. just ok is not ok. especially when it comes to your network. at&t is america's best wireless network, according to america's biggest test. now with 5g e. more for your thing. that's our thing. -morning. -morning. -what do we got? -keep an eye on that branch. might get windy. have a good shift. fire pit. last use -- 0600. i'd stay close. morning. ♪ get ready to switch. protected by flo. should say, "protected by alan and jamie." -right? -should it? when you bundle home and auto... run, alan! ...you get more than just savings. you get 'round-the-clock protection. ♪now i'm gonna tell my momma ♪that i'm a traveller ♪i'm gonna follow the sun♪ ♪now i'm g

tag. ( darya ) a toddler became an overnight sensation when he got caught inside a "claw" toy machineersoll says she initially thought her son climbed on top of a game but to her suprise he was inside of the machine. the door to the contraption only opens in -- so there's no way to get out unless you're really tiny. first responders arrived and helped little ezra out of the machine. <"i count them every few minutes just to make sure they are all there . i'm kinda over protective in that sense so it's weird this even happened." butted too"i've had a lot of phone calls, lots of messages from people i've never spoken to before or heard of-- it's been crazy." > ( darya ) little ezra just turned two last month...and he was able to get a toy out of the machine. ( darya ) coming up on the kron 4 morning news ...we continue our hidden history series with a look at john "big daddy" bishop and his famous dreamland barbecue. sometimes, bipolar i disorder can make you feel like you have no limits. but mania, such as unusual changes in your mood, activity or energy levels, can leave you on... shak