when it comes to the particular issues that are raised by a.i. and machine learning, there are a bunch of things that have been done. and i point to in particular over the last few years, the work that the administration has done on big data, and then more recently on artificial intelligence. on both of those areas, and i think they're tightly intertwined, the administration has engaged in a series of public outreach activities, and then published reports. the idea being to try to drive a public conversation about these policy challenges, and to try to move -- both to move the base about making rules and making a policy in a fundamentally positive way, but also to heighten the attention to and interest in these issues, and to try to drive a public debate. because i believe strongly that the institutions, the companies that are collecting data and using it in this way almost universally want to use it, collect it, and engage in a.i. activities in a way that is responsible and positive. and sustainable. because i think people recognize that if you

first of all, a.i. is just -- it's almost a catch-all term for every new computer project that doesn't actually have a use case, and, you know, at the end of the day apple's doing, i think, some very, very interesting things. are they doing all the things they could do to maximize growth? you know, i don't know, but it does look to me as though it's a market performed stock. if the market does well, apple is going to be a good stock to hold. in a rough market it will be better than average because of the yield, but at the end of the day, you know, i found arguments like that more about generating press coverage than about actual information for investing. >> here's my problem with it, what's good for the goose should be good for the gander. if you're arguing apple is overreliant on iphone, isn't google overreliant on advertising on search? youtube is doing well and the ads they have in youtube get constant mention, but between search, beyond search and youtube, which is quite an old google product at th

so when you think about an a.i. or machine learning algorithm being written, someone says it's so complicated we can want explain them, that's not a legitimate answer because when you write an a.i. algorithm, you always have to write the objective function, what is the thing that the a.i. system is trying to do. so if you want companies to actually -- or governments to be clear about what their a.i.s are doing, it is legitimate to say show me the objective function. >> maybe we will leave it there with andrew's optimistic vision about a possible way fwashd. really appreciate that. please join me in thanking all of our great panelists for discussion today. [ applause ] >>> the supreme court recently heard oral argument in two consolidated cases brought by the city of miami against the bank of america and wells fargo. the court will decide if miami can sue the banks under the fair housing act for discriminatory mortgages given to african-american and hispanic home buyers that resulted in loan defaults, foreclosures an

when it comes to the particular issues that are raised by a.i. and machine learning, there are a bunch of things that have been done. and i point to in particular over the last few years, the work that the administration has done on big data, and then more recently on artificial intelligence. on both of those areas, and i think they're tightly intertwined, the administration has engaged in a series of public outreach activities, and then published reports. the idea being to try to drive a public conversation about these policy challenges, and to try to move -- both to move the base about making rules and making a policy in a fundamentally positive way, but also to heighten the attention to and interest in these issues, and to try to drive a public debate. because i believe strongly that the institutions, the companies that are collecting data and using it in this way almost universally want to use it, collect it, and engage in a.i. activities in a way that is responsible and positive. and sustainable. because i think people recognize that if you

so when you think about an a.i. or machine learning algorithm being written, someone says it's so complicated we can want explain them, that's not a legitimate answer because when you write an a.i. algorithm, you always have to write the objective function, what is the thing that the a.i. system is trying to do. so if you want companies to actually -- or governments to be clear about what their a.i.s are doing, it is legitimate to say show me the objective function. >> maybe we will leave it there with andrew's optimistic vision about a possible way fwashd. really appreciate that. please join me in thanking all of our great panelists for discussion today. [ applause ] >>> today, three former white house chiefs of staff discussed presidential transitions and challenging facing the income administration. live coverage begins at 6:30 p.m. eastern at c-span. >>> tonight on the communicators. former fcc commissioner is robert mcdowell and michael cops on how the fcc could change under the trump administration and the tac

the a.i. program has a data bank of 20,000 faces, giving it the ability to distinguish subtle expressions. >> translator: the program checks how the edges of theize have gone down and the corners of the mouth have gone up. it then compares the results with sample data and rates the smile with numerical points.mou. it then compares the results with sample data and rates the smile with numerical points.of . it then compares the results with sample data and rates the smile with numerical points.up. it then compares the results with sample data and rates the smile with numerical points.of . it then compares the results with sample data and rates the smile with numerical points. >> reporter: the same worker can score vastly different points depending on his facial expression. the points are combined with the person's overtime and other irregular work data to comprehensively assess presumed stress and motivation levels. the idea is simple. the ai program alerts managers before workers take sick leav

issues for what are the rules for collection and processing of data for government use of a.i. underneath that sits the basic question will algorithmic accountability. if you decide it is unacceptable to have an algorithm that reflects gender bias in employment practices, how do you regulate that. and if you decide you regulate that at the national level, how do you coordinate that at the international level when data markets are global. these are the problems that we are all facing in government. and i think it's fair to say that the technological reach of machine learning and artificial intelligence has exceeded the grasp of our policy frameworks to contain and shape these new forms of digital power in the public interests. so what i'd like to do is start with setting a base line of where different parts of the world are coming down on these issues, and what the building blocks look like at the regional level. there have been lots of efforts in the u.s. to address these questions. there's been lots of debates in the european union to address these questions. i would say less

he is a.i. you know, it's sort of hit the areas i would have asked him to talk about and he did it all by himself. >> if you have ever played golf, you may have seen a rabbit or deer on the course. if you are good, experienced birdies and eagles. how about a mongoose. a pack of 20 stopped golf in africa. they know about lifting the ball without marking it incurs a one-stroke penalty. do you know what the plural of m mongoose is? mongooses. >>> cocktails and cleats celebration tonight. players, staff and guests came to spring guarder to support the philadelphia union foundation. donations to the foundation helped build a playground, sponsor ooeting programs and a grant to big brothers and big sisters. jimmy kimmel live is next on channel 6. his guest is matthew broderick. "action news" continues at 4:30. we're going to find out in a second. cecily tynan and ducis rodgers and the entire "action news" team, i'm jim gardner.

. >> the a.i. technology allows the cars to stay on track and go at high rates of speed. >> reporter: who doesn't remember play-doh? there is an app for that. >> play-doh is an age-old toy kids love. they're updating it by using the smartphone. >> reporter: barbie is getting an upgrade. a smarthome, the hello dream house. >> there is an elevator inside it. that's new. the toilet flushes. and you can manipulate things by build a drone out of classic legos. >> the lego drone is a perfect example of how you take the brand that we loved growing up and you updated it for today's technology. >> if it isn't tamagachi? >> reporter: remember these from the '90s? hatch a moles are on the list this year. >> we toys "r" us and other analysts, you can't find them anywhere. >> a surprise pet hatches in your hands. that is if it can get your hands on one. brian moore, nbc news. >> parents, beware. the hatch a mole is loud. >>> some folks flying home for imagine a world where the holidays where doorbusters referre

no matter how successful our troops or a.i.hes representatives are in winning the support of the people, in the end that job can only be done by the vietnamese themselves. we can help strengthen the tying of the people to their government, but we can only help. >>> vietnamese know this and are doing something about it the as a matter of fact, what they are doing constitutes the heart and soul of their evidence toward building a nation. this is a training center, a very special training center. it's for what the vietnamese called revolutionary development academy. the 5,000 men at a time, 20,000 a year literally hold the hopes for vietnam's social revolution in their hands. they come here to assimilate the principles of the government's plan to revitalize the country and learn the skills and techniques with which to translate thor principles into effective action. s. >> you may not believe it to look at me, but i'm captain gene, united states army. this is the uniform here. i'm an adviser here, but only that. you see, the vietna

. >>> the man kin challenge, the 6ers did one last night with a.i., moving a little bit there. probably because his ring weighs so much and the cherry crusade posed during last night's win over lasalle. that's amazing how still they are and take a look at herb mcghee tick tiping off his 50th season. he's an institution, the rams held on to beat the district of columbia, career win number 1033 for herb mcgee, see you at 11:00 tonight. >> erika's back with a final check on the forecast. it's going to get cold. >> denise suggested we do the mannequin challenge, but we said no, because we're going 0 right to weather, here's the deal, your ten-day on 10. heres it, we are tracking a very cold night tonight denise, temperatures below the freezing mark. monday/tuesday, very important timeframe. we're getting a coastal system. rainfall deficit not good, even though it will be monday night during the commute we still have to proesht the fact we're going to get some rain. temperatures warming up tomorrow. >> winter weather week will be kicking off on monday our first alert weather team wi

i said that would keep him off balance of a.i because of any day, and this is the most that he would be off balance. >> i was like, what i'd do and how to do list and, i have lots of stuff six-hour time lapse from chesterland. the only way you can tell is the sunshine is moving, no cloud cover.r. the sun is setting over the hill. the cloud coverage to the west. currently 57, 60 degrees at we will be at 45, with south winds on the backside of the high pressure, that will have some elbow room as much as 5 degrees either side, that we will be clear. look for the first-quarter moon tonightr in the south with skyp. clouds will thicken tomorrow afternoon. the showers should hold off until afternoon. and then the first charge of cooler air, that led up some on and then friday, friday night and then saturday, a cold snap and we dropped from a projected high in the 50s on friday then 42 degrees for the high saturday so that their could be some slushy snow in the air the snowbelt. then back into the 50s sunday-tuesday next week.to i predict with the harshest weather since 78. that is my using

. >> reporter: the victim a students at dickinson high school was that rushed to a.i. dupont children's hospital. he's listed in critical condition. a classmate today wished him a speedy recovery. >> i hope he comes out better and i wish luck for him and his family. >> reporter: neighbors here are having a hard time believing someone could do this to a students and around students starting their school day. >> ridiculous. >>> i mean, it's disgusting. there's really no -- there's really no description for it other than just disgusting and s i mean, it's crazy. it's crazy. school used to be fun, a place to go to meet up with your friends, you know, like you meet up with your friends at the bus stop. it's crazy. >> reporter: now, at this point there's no word of a suspect description. again, the victim 15 years old shot multiple times list in critical condition. reporting live in wilmington, bob brooks channel6 "action news. jim. >> thank you, bob. >>> officials have identified the man who went on an attack on the campus of ohio state university this morning. the university says abdul raza

joy did an amazing job with us and said we're playing human beings, we're bringing humanity to these a.i. and evan rachel wood plays delores and we had a moment we as actors are robots. and we went, wait a second, we come in, someone gives us lines to read, we have a narrative, we do the scene, we make out with someone who's not our real girlfriend, we die sometimes, and they yell cut! let's do it one more time. let's reset and start over again. that's what we do for a living as actors!( is this true the handsomest man thing? congratulations, "gq" named you "the world's handsomest man." does that come with anything? is there a medal or cash prize or you just get to keep your face? >> no, it's just an alba troughs around my neck. >> stephen: were you a stud growing up? >> i was not. >> stephen: you were not a >> no, i was sort of a theater geek. ( cheering ) >> stephen: you think this guy did not get any attention? >> look, you picked the best photo of me. >> stephen: would you like to see the best photo of me from high school? >> i would. >> stephen: this is the best photo of me from hig

the university is building a.i. that will monitor things like how tired his legs get.t just an see who can run fastest or jump highest, but how tech is assisting people with severe disabilities. johnny blitzed his qualifying race. he starts strong, but quickly falls behind. the california competitor has some of the most advanced technology in the world. johnny comes in second, but his coach couldn't be happier. >> [indiscernible] excellent. really pleased. >> the research has broad implications. scientists believe studying people with severe handicaps can lead to building robots or breakthroughs in self driving cars. there are no cash prizes for the winners, but it is about pushing the limits of science. as if elon musk didn't have his hands full with the mega merger this week, the spacex ceo asked permission to launch 425,000 satellites into space. he has an ambitious plan to provide global internet coverage. the satellites will fly lower than many currently in orbit, which and theory will provide speeds similar to fiber optics and cable. spacex is asking to more than

. >> the a.i. technology allows the cars to stay on track and go at high rates of speed. >> who doesn't remember play-doh? there's an app for in a. >> it's one of those age-old toys that kids just love and they're updating it by using the upgrade. the smart home. the high tech hello greenhouse. >> the elevator, the toilet flushes and you can manipulate things by using an app on your phone. >> the flybrick can help you build a drone out of classic legos. >> the lego drone is a perfect example of how you take a brand that we loved growing up. and you kind of update it before today's technology. >> well if it isn't >> remember the pet toy crazes of the ' 0s. hatchimos are the biggest craze this year. you can't find themmer in. >> a surprise pet, hatches right in your hand. that is -- if you can actually get your hands on one. brian mooar, nbc news. >>> okay, so let's stay on the get you for christmas, gurg to love it. health experts offering tips on how to pick safe gifts for the little ones. be sure

knowous it's not just cuyahoga that's what we started with but from the rain a lake lake and l may dine a.y can't stress enough 30-dollar gift card din situation becauseo many kids s little bit older they're not necessarily moree flexibility in order to go out and get something that might bet really appropriate.apprri absolutely you know how your teenagers are and my teenager is.atyo that's what it's all about. so many people stopping by handing us some cash gift card they picked up well finishing up turkey day shopping. the folks bringing the best place year filled with bags and bags of gifts. andagd once the tories get insie the stationnc they can get to te agencies and get ready c for the kids we've got more cars pulling up right ear. this is what we love to see. come on down right here out in frontt like mark said couldn't be easier to stop and pop in and drop offd a little gift we gif appreciate every little bit that you people can give because imagine the smiles on these children's faces when we help them. when you help them.n el we are here. come on out.. so nice to see those folks t

the university is building a.i. that will monitor things like how tired his legs get.ot just an even to see who can run the fastest or jump the highest. it is using tech for everyday tasks. johnny blitzed his qualifying race. he starts strong, but quickly falls behind. the california competitor has some of the most advanced technology in the world. johnny comes in second, but his coach couldn't be happier. >> excellent. really pleased. >> the research has brought implications. scientists believe studying people with severe handicaps can lead to breakthroughs. there are no cash prizes for the winners, but that is not the point. it is about pushing the limits of science. emily: up next, the hot home decor startup adds a new market to its global expansion plan. the ceo talks to us about whether an ipo is in the cards. this is bloomberg. ♪ emily: uber is the latest to start capitalizing on india's currency crunch. they are launching a car booking service just for weddings. customers can prepay for rides for wedding related travel. uber hopes the option will appeal in india

we'll talk tesla, solar, space, a.i. sdp more right here on cnbc. dow's up 38.ical thinking like? a basketball costs $14. what's team spirit worth? (cheers) what's it worth to talk to your mom? what's the value of a walk in the woods? the value of capital is to create, not just wealth, but things that matter. morgan stanley >>> shares of aig getting hit a bit this morning. the company fell short of analyst expectations for its latest quarterly earnings report. it also announced an additional $3 billion share buyback as part of a large capital return. aig's president and ceo peter hancock joins us right here at the new york stock exchange. it's a short walk from aig, a few blocks away. always nice to have you here. thank you for being here. >> it's good to be here. >> you've had a lot of progress. and i want to make that clear. but there are a number of people who say that progress didn't show up as much in this quarter, peter. and they're particularly focused on the core commercial pnc loss ratio as the most important data point and one that they're disappointed

we're going to figure out how we integrate with a world in the future have advanced a.i. that's going to be one of the toughest maybe -- >> technology -- the technology revolution has taken place to y today. it took place 200 yooerds years ago, and that's where the ludites were smashing factories in london. the same thing happens now, and tesla -- what tesla does, what elon does is say, listen, you show me how you can do your job better. i'll get a more interesting job for you. people of tesla are really delighted working at tesla. people working other places, they see if they can eliminate them, they eliminate them. >> i'll give you one last word. then we'll wrap it up. >> well, i did have a thought, but it would take too long to convey in this interview. ultimately, i think there would need to be some kind of improved symbiosis with improved digital intelligence. that's pretty involved discussion. >> hard to do on daytime business news. >> thank you very much for this interview. i really appreciate it. >> yes, same here. >> elon, we truly appreciate it. elon musk joinin

. >> roger, it seems like we have plenty of discussions amongst ourselves about a.i.nd automation and autonomous cars and just innovation in general. that gets so lost when it comes to public policy. >> well, i think there are a bunch of factors driving that. technology's played a huge role in this election cycle, because the internet has changed the nature of how campaigns are run so fundamentally. to me i think the thing investors really need to pay attention to is less about what candidates say than what this process implies for the future of, you know, in terms of uncertainty. i think investors have gotten used to the notion the united states has stable institutions and that we can count on the banking system, we can count on the government in general to stay predictable within certain ranges, and i think that this particular campaign has blown all of that up. i think there were issues already under obama because the republican obstruction of his legislative agenda, but i think now you're in open warfare, and i think that's really bad for the investment markets in

. >> the teen was tine a.i. dupont children's hospital. he's in critical condition. so far no word from police on app suspect description. >>> philadelphia police are also trying to track down two suspects who attacked a man last night in the city's overbrook section. this one happened about 11:00 p.m. after the victim left the stop and go on 66th and lansdowne. >>> according to police, the suspects followed that victim out of the store approached him on a nearby corner, then opened fire. the victim was hit twice in the hip. he is expected to be okay. >> a wall street ratings firm says the state takeover of atlantic city will keep the cash strapped town above board for at least another year. moody's says the plan is enough to stop any default on atlantic city's $500 million of debt through 2017. the agency called the takeover a crucial step. the state of new jersey seized control of a.c. early this month after rejecting the city's own financial turn around plan. >>> negotiations continue over a contract for teachers in the city of philadelphia. they have been working

. >> reporter: the teen was shot and rushed to a.i. dupont children's hospital. we spoke with students today who wish their classmate a fast recovery. >> i hope he comes out better and i wish luck for him and his family. >> reporter: neighbors here at the scene are extremely saddened this happened by their homes. >> ridiculous. i mean, it's disgusting. there's really no -- there's really no description for it. >> reporter: certainly terrible at this point. no word from police on a suspect description but again the victim, a 15-year-old is listed in critical condition. for now reporting live in wilmington, bob brooks channel6 "action news." brian. >> all right, bob, thank you so much. >>> turning briefly back to our big story this afternoon. we have just gotten word that a news conference is now under way on the campus of ohio state university. police and school officials now are updating the media and the larger student body on the attack that unfolded there this morning. we are monitoring that for any news that may emerge from this news conference and on you can

when we think of a.i., we think of driverless cars, search, the stuff amazon is doing, but you guys havefor this technology you've been working on for a while. what's your vision for how artificial intelligence works in the creative process when we're talking about finding creative assets or maybe even tools to correct problems in the work hub? >> we have been a company focused on decades. creative community which has gathered here has been accustomed to seeing incredible magic from adobe. and what our goal and vision is to really combine art and science, which is how can we analyze pictures, how do we understand the si man tick meaning of documents and on the marketing side how do we help with better attribution and segment take. it's probably not trademarkable. we focused on sensai a way to bring to bear all the technology and innovation we've had combining art and science. i think that's different for us is it's very domain specific wp we understand video better than anybody else. we understand images better than anybody else as well as documents and that's really the goal is to bring

where people are really focused on apps, big platforms, machine learning, and now quickly moving into a.i., they're frankly, you know, fewer than ten major tech companies that have the ability to leverage those trends, and so, you know, i agree with ken and some of the others who have commented earlier that these will be buying opportunities. certainly more volatility because there's a lot of questions as to what's going to happen over the course of the next 100 to 300 days, but my sense is we'll look back at these opportunities whether you are talking about amazon, google, netflix. we'll view these as buying opportunities. >> i appreciate the time, as always. hope you come in the studio sometime soon. >> i look forward to it, guys. >> brad gerstner. ahead, an analyst that thinks disney is bringing magic back to that stock. the call of the day is straight ahead. the dow is now off the lows of the day as well. take a look as we go to break. there's the dow down 73. we're back after this. ♪ guyhey nicole, happening here? this is my new alert system for whenever anything happens in the marke

the start of this conversation where a.i. is part of your life in your home. we are at the very beginning. google's advantage in the long run and we will see once they get the relationships in place, is that they have google search behind it. that is a very smart search engine. >> it's great. it's another female voice. don't you like that? >> i do. >> don't you like that? >> i have echo and i wake up in the morning by saying, alexi, what time? >> hello, charlie! >> thank you. connie, great to have you here. appreciate it. >>> country fans get an unexpected serving of lemonade. >> i'm back and i'm feeling good. give it up for the dixie chicks! >> ahead, beyonce's surprise collaboration at the country music awards. how about that dress? >> i was just thinking the same thing! >> queen bee rules always! morning." announcer: this portion of "cbs this morning" sponsored by carrier. turn to the experts. d by carrier. turn to the experts. what i love most about tempur-pedic mattresses... is that they contour to your body. it keeps us comfortable and asleep at night. s