a few $1000.00 or even less programming them used to be tedious. now there's a short cut. the key missing ingredient was data. right? because for language and for vision, for images and text, you have all this data on the internet for robotics. but as the data there's no, there's no internet also the data that free data from the web can be collected labeled and used for basic training. now mixing generative a i open a eyes check; gt; google's gemini, or deep 6 or one the cost of millions to build and i've already made sense of huge data sets, no need any longer to start from scratch. so if i ask a robot he knew finally the book can i don't need robot data to identify radical can is on my table a ged for all like model can, can sort of show you in the image that radical ok. the result, a small team with a little money can build a robot that can navigate the world spot,

what it's looking for and make decisions on its own. and all of that in record time for any 3rd, 4 to 4 on photos. we love this real life and know what days we are just training on an hour as i'm 0 was able to hold all of it. you can see the difference between the days and days and the 13 minutes is able to bulk. now the fresh robot can focus on completing its tasks. we have, they can even pack that learning into a tiny box. they would like this small ai identifies the animals that might cross the train tracks, then it flashes lights or the shouts at them. we analyze the and even movements cytex in their behavior, eating, sleeping. they are aggressive that ignoring the alarm and therefore, based on that, we start getting different along the brain is on the device. the outdoors are full of challenges for robots, difficult terrain, changing sunlight wins. and whether it's easy for humans,

hard for machines. this isn't the 1st robot that can play a sport, but it is learning as we're going. and it's doing that thanks to a combination of in house and off shelves, a lot of products beyond funding games. as the robots learned, the data they collect will serve other purposes. elsewhere. id here is to go further on the break to of having robots down the close of the human movements, the position of the agility office. that is the goal here. robotic kitchen is about to get a lot more crowded. calling bigger out a 0. they'll have culture will have more noise at the top of the hour right here, and alger 0 in the meantime, you can always had online. our website is out as 0 talk. com coming up next. it's off because new directions. thanks for watching the connecting communities. what would you like to see happen for

a new syria to emerge? there's no way we could live in a country again. where is i see it is for displacement is part of our presence. opening up the conversation representation methods. we haven't had the best representation of applicants, so for us as a mouse, so in that put into a representation, pockets with fresh perspectives from lesser heard voices. the stream explores the key issues of our time on algebra. the this is definitely is on the, the whole can clean easily. it's shown to push the fashion with the size of the box to set up the he to jack lima. i think that's in now the the quantities for see the say little, the homeless, the so for sick, good am love i less she likes to watch us hill. then i'm still feeling

the, the increase in the week on concert bus team in the hot uh, for sale of shop, so safe as well. and also vocal piece they found on the pacific that you can show us. so now jim, additional smoking, i take us, can you hear in oklahoma? i assume they pump the hot you that then it was all the windshield. yeah. because the batch of placing the tongue that from what you said you saw me hit sit the level as on in the show corner corners on. if it was, all of them, all could do any police cause a sick, anything, a name on their, the the, the costs up on zillow before bought or somebody flips out. all the things you want,

the people know. yep. that's the one that's got the entity cost that's gonna be as you said, the mo, the code is just a few percent less the. what's the good? the up to $5.00. i'll cut off. oh no. you got the football thought to be as you don't feel funny, just come on, what kind will cut out the zillow so quickly remember that the nurse show you through the city and then know now the good will that you in as much as you know what that can you've done with the young the don't know if i them was a head start here. that's why the, how do you yeah,

i mean a no, no, no. when no one does cost, you know, the so i think you had would love to add kind of save the file, okay. and from, you know, almost sulkily me in mind can lot and this was not the life you. so let's just, so i have actually, i'm the logo, so i have to buy the cd. i'm the as, as of the items q loved another, i thought the mountain shift on the hub with letting the data

along with the candidates. if that can do a lot of that the they have a lot of take effort to handle. i didn't focusing on basic behavior, so low, we've never put and then of course, to know and the law and the, the other 2 of saw what else of the, the war really actually did a return after after with just turn taking kind of a demand and you'll find a way to go from the so that she way them and as a not to take a to it in bo birthdate's old model for men whose did i'm just the customer them. oh, we met to modest over the in the a says the well,

the, [000:00:00;00] the, [000:00:00;00] the most part on us this is 10 the, the leak process from the dental and then june. or do you really what has the, what system is your nurse who it was this case?

so it goes, well, i'm not ok. and we do the application. so then i said i need to apply. it's gonna be through dash to lead me through split. okay. you won't mind probably going to the day. okay. do you think it was you what had your the it's of the law deals thought equal engine of deals thought. so some of the flash at my should be a little high that, you know, especially so i think she was well nashville and the, with you on the long last patient must be the case, you know, cation of the pay and get, who did this house and this middle of the deal to kind of coercion of quote

coordinates where is you have to look it up, is that about what's the, what's a literal, literally with deputy what, how do i access these w? what as jobs like a sam? is it more to advice, could let's just i'm going to as ultimately, as long as we like that case image. the questions here. let's just till the shocks on the, on the she'll of the 2 of the project edit, patrick office kind a and the project come on down the public office kind of present the size of the song says i'm booked on best case on local police. a lazy neil eh, saw dr. songs law t magic the items onto this thought on the cutting all the in the augusta, the,

the electronic uh this is still on the bottom of the community on 2 sides, especially on the phone. cuz i thought i saw where they didn't, i just didn't have the screening. i just came to us, it was difficult to know then that i was you the rooms, the tough and gave you the best i was given a highly beneficial we screwed into this country. kirkland, could you just i'd love to give you guys course stuff comes out of our little out of town, but i'll see california as she gets here with the young men about change of his games. this is about some of the pressure, the rustling referral as there is other kind of good deal of thought

or the mobile home phone that can you give it to was kind of grew was our cousin here real quick and that is what i know and i'll tell you what size it could don't how it wants to get rid of it. yeah, well i never use that. no. because i don't. i never does the article. i never did. yeah. i know i didn't. the discount is customized settings. com. okay. where do you? yeah, and then where do they turn, do i need to just have what else is it, what do you uh cuz they have $10.00 for this indeed. cuz sometimes there's a problem. this is the hold. ok. i didn't know that that isn't the do not i just, oh oh i tell you i always question scott: it's cool. what size of guy now cause? oh, good stuff. i know i know what time the colors so. yeah, but you can just get towards the doors are live, you can do for 500. that's it. that is no good just for him to get somebody. yeah.

like i don't good idea. i've heard of course you want to bigger. yeah, of course the mission of the videos, if there's like, if you have thought you would have to wonder if you might check your to see the i know who left for the incense. when we're back, i would love to located the old houses that i thought of the photos. how do i don't tell you? i thought was going to be i hadn't been the spelling with the money. the money to move out that i'm with him is it didn't where he yeah, it's true for that,

but the one will just use the same is last 1000 and half of the se in have the judge and have you guys got all you can mean get a good of us, of, of good old in an indemnity kid. again, this is he going to see, i was, the other sees them is they're the same as your brain. you know, it says, and that is as the sun is just, this is making it to know as a 0, be the and then have another our benefits in the middle is the same as that. what is your yeah, it's not it's hard to say that 100 similar at the thought

a no by that at 7 every day because i guess every day of data they have done now it's listed as an smell. once we are gone. that is so it won't be any problem if i just then the think, do you get to know what you are? the what was the name of the was this the only those need to get it and to get us on the she oh i or or the

1st of january to learn a whole new process to live on closing the set on the certainly on the sale of leon came it like a steel, so that's just chilling dental on my upcoming seo these days. after you was coffee sheet long on 60, the little and i was on the bottom of the jeep throwing us shown on the little t. v. they found many of these objects, if this of law so of to continue their home, shall say low cedric, a cover letter like on stick she on the interval by hodge full size of the list of so no issues. then you hold this one to level feed us you by meal sheila exec ceiling. they've looked at the cut over the phone, us, you and i don't know you deal at the clinic seal on the bus on it the whole week. what's going on? i feel like she had a more visual to want to do

a loss of the problem. the opponent on the, on the, on the, press the button. so i'm up here shows a list of the most of exploding a look at the plum, you see nipple slips on the, on the, obviously the simple because you don't want to use the on off to me is the movies the so give us a phone model come all varies the cost fast. to buy some exit,

all of us sound good. ccf the continue for again to see the full truck. no i see and sofa and then the away. the bless and we are still have enough to meet them. endo messy. i wonder, that'd be a nice highest. how do i also have a co ill conceal atlanta? many of them got home and that's gonna be a well, i don't know about the model, but sure you guys, any of any of us have the most of it will say, oh, i know when the good would love to as the tune with a good thing is you know, yeah, this other, you know, a good selection of this full customer with us is this in, let's share nothing and wait a minute, look at it. okay,

let's just look at the model cuz you can see where the actually if this time of the, you know, the how can do to be met too. when did you go and didn't know and then of course you in for that, how does it not? i didn't look because i do appreciate it. that was the the local or she the the vehicle? she deals on the deacon defensive woman. nope. okay. helena emilio grad next month . i've had to be out of the assume the well they have to formally their hometown while the vehicle is yet, and we are literally seen about, well no, some seconds have them go ahead and send me another,

has been handled there. i'm get the extra dmo dates will come true for i'd love plan had you. i'd love to really get your full love. how many go to the middle. okay. that kind of stuff. yeah. penetrating mikaela. she's here. i've got you just put it in the kitchen. do with it or should i think you're going to school? i don't know if you just read the book to kimberly, yet it could be a good idea. let me look at you. magical what? i'd highly because you stood with ne. okay, is you 1st our 1st script code, what the book i did today was to go ahead and can ensure that reflect george had created george had agreed for you just because you were given you a lot of really good because you had had the have you put what are the stuff we went through? okay. cuz of the problems right there. what we can do is that all to do to how to

shut x or come to the how do you ok, you or whatever they have to do. and then what, how do you do that? well, how data i guess, thought, well, i can't remember a photo catchy, i was kind of thought of. could you let me look at the kind of created for dental quick edward, who the jim fixtures, gate issue of us can be willing to do that if, if the what question do you do it over to that you sold over using this? what would it be that the to, sir no to the is so why don't i do you know, the sneaky, a, going to be a think to 0 and get this is the and to, well, and there was, there, the vision. do need to use the ones that you send it to the so think for very good . and then when did you get in this, you're doing that. she should in vain looking at him doing that and that's so i know the influence of the day and feed in inventory. okay. i said,

i just don't want the shot unless you're getting the same as you want. it goes on like you get it doesn't get any of a, the the man, the, the, the known stuff, a site is now on the inside the soon as nothing monday. and

the, this is done by the less money adult to just there was a know that others who do is get done the last to doing and have some questions. i know this very in some done and yes. tell me. yeah. you the names that i look at on the image and it's about a lot to him and now i don't think i'm going to make it and trying to see if me so was it was it was in the afternoon and do know that it's very good and i'll keep it and make you bane. i asked me yes yes. about you a lender's name in the office to vote can uh no, no i'm in via and etc. i do try to find the subject line, the low rick filament. maybe can help me with this and this this minute again, or definitely do for the summer that an hour in an hour and does with the then you

know, cuz it's almost a very similar to i touch the hill massage. no more does jody g, the scots, or no. uh how, how do you measure like, you know, just what are key to be? no, no more does cost we, you're also cx. so can you all the bodies, the, all, it's probably a your look up. let me look it up said 10 of the most, keep the plus the, the, the politics on the top with us on the tip. know how to play to get on the i was on a, we see you do. i lost the 4th of the month on the 4th of a love. i bought them on the line up. these will suit you and i was just so young that they will be good. take ownership best or create the result. easy to mistake,

the busy she was yet, but i love to just have them there too much. what's the there's yeah, the opportunity yet. but how does she wasn't she? well, my thoughts are that was still on the what tony li, if it's still going to head you're getting in with purple, hold all live, it's quarter items. so i don't want those suit to politic. arden will sell you the $100.00 off for i said, well, let me so don't stop. com 190. i don't to his, you know, until i con men and basically the whole is there any activity be affected that bad all mean as will see you, how do you put foot stuck here on as soon as this is i know to do is, you know, me as the can you just one more m o a command you and keep that. i know i was basically me what just give me what is the fuck up? tiffany: would that gain lydia home?

is there any more assistance he was there any further different is 2 meg. that's because you love cause another guy he left lets you sign up as he can is just this jeezy 40 inches with the the, the here with then. so we and the zip us when that kid had yet let the pick them and enough, i don't want the more that he all into the depth of, especially with blue. my place to see like is in the, let's see like the only one of the see that and let's see how less and then it was the it was you know, not okay. does it golf and engage the interesting that he, what it does seem like from all the phone she look a home, saw a on sentiment call. she. they love crown molding on you who are the largest you

the generally the the most. as long as you never shield, such as i saw you guys will with learn more phone, whole icons, you feel comfortable with your the only, don't the last show, cindy? no v a. the key is the silver, a little wholesale to name william. this is the, let's to increase the shows the little the subject cheese, the practice. she thinks, uh in the it's just you do have the dental also. so no, uh, is called cv or they look more a social is going on. you can do the multi list, hulu, or home depot rooms though. okay. well, have to have that he has the kind of digging in as much as its gonna disconnect and uh, just the most i do have a great question. yeah. do you think you had

a bad might is on the yellow her you're pushing the the latest news. the recommendations made by ab 0 need is one now has to be implemented. the that takes along with the concept in eastern biase, will drag on with detailed coverage. there's a sense of urgency in us. a realization of the customer can no longer rely on the united states rate security from the house of the story. many german industries are struggling to remain competitive with millions of people unemployed and millions more worrying about the futures. as cost of oh, celebrates the 25th anniversary of nato's intervention that ended the fighting between the serbian and cause of albany and forces. we were meant to be completely ethnically, cleanse people in power examines the posts for landscape and present the challenges

for the regions youngest country. this is a vibrant nation state that is alive today because we took no attraction that's not possible the making of a states on that. just so you know when much de arrives between army comes to life. but football is not all they shout about a club, west societies disenfranchised of the loudest voice. and political defense take center stage. they, on the right goes resistance. the officers of roger casablanca, defends, who make football on, which is the i think there's something really exciting going on here. this isn't just a festival, let people come and talk to you for a few days and, and go home. now, this is a place where people come with reference and respect,

eager to hear the message from the wisdom car as we've traveled from all over the world to this field. and england's i'm going to is an extraordinary opportunity for wisdom and knowledge to be said to be amplified and be spreads miss. the says, let's reach the deal for the release of the more than 600 palestinian prisoners. israel refused to hand over last week. the, you're watching all to 0 live from headquarters and del, find any obligation or also coming off israel's army,