Machine Learning: Making Sense of a Messy World
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- čas přidán 2. 11. 2015
- The world is filled with things that most of us are able to understand and react to without much thought… a stop sign partially covered by snow is still a stop sign… a chair that’s five times bigger than usual, is still a place to sit. But for computers, the world is often messy and complicated. Google engineers and researchers discuss how machine learning is beginning to make computers, and many of the things we use them for (maps, search, recommending videos, translations), better. www.tensorflow.org
Google engineers and researcher (in order of appearance): Blaise Aguera Y Arcas, Greg Corrado, John Giannandrea, Peter Norvig, Jeff Dean, Geoffrey Hinton, Anna Patterson.
More on Machine Learning at Google :
Blog: research.google.com/pubs/Artif...
G+ page: plus.google.com/+ResearchatGo...
Twitter: / googleresearch
Machine Learning and Deep Neural Nets Explained: • How Does Your Phone Kn... - Věda a technologie
Google trying to make this not sound like skynet :P
and google made a good job.
+omegadan I think they internally have a system substituting 'Skynet' this word. It's too cliché and overused. :P
muzik ship
+omegadan How can they advance AI in a way that people will not associate with Skynet?
Kynareth6 By not creating a AI that has control over everything. They just need to create maaaaany little AI (which are maybe intelligent), which are running independently. When you live in a world where you have a lot of robots with the same intelligence as humans. Would you say skynet to them? :D
skynet confirmed
*Few years later Skynet takes control*
Watching this in 2020 and thinking how using Google Crowdsource is helping AI improve everyday, makes me realize how everything has changed so fast and how much we've achieved
Rest in peace Alan Turing
Video Starts At 005
Thanks
Very. Good
We see you
Andrew Victor Domingo
I can't wait for the singularity =)
dispeakble no, my prediction is absolute freedom.
+Jod Life Freedom to do WHAT? What exactly is 'forbidden' right now for you? 'Freedom' from what? Don't get me wrong - I simply hate these useless and abstract things that some people THINK they want, but actually have no f*cking idea what they actually mean by that. So please explain your 'prediciton'.
Artūrs Savickis I believe the singularity will allow people to live their passions. People now have to work for money, and imo, money takes away pleasure. Many people hate their jobs but put up with them because of the money it provides. I can't think of a better job for myself but that does not mean if I didn't need money I wouldn't in heart beat be doing something else with my time.
This is just one example. The singularity is more what one thinks is to come of it.
Jod Life Don't you think that 'singularity', how you call it, will actually make people realize how useless are their lives? The same thing happens to lot of very wealthy people, especially young ones who haven't earned their money, but just born in this total bliss with all the money they can spend - and this is main reson why most of them start using drugs, abuse alcohol, cannot sustain relationships and actually seriously harm themselfs. It's been proven that total freedom just f*cks up your mind and turns everything around in bad sense.
Artūrs Savickis I don't think the singularity will make life less meaningful, on the contrary. It will add meaning, it will allow people to work at whatever they want for free. Work is an incredibly positive action because it applies purpose and avoids all those negative things you've stated above. Working at something a person is passionate about for free is entirely more meaningful then working at something they think is bearable for money, wouldn't you agree?
People will be educated on how to find out what ones true passion is and to just do it. They will not need to worry about anything else other then working at what compels them.
Simple Children, you know only incrementally more than your mentors taught you when they bought you your first Cell Phone.
GOOGLE OMFG I
Google is the best company in the world. People say that apple is better but no one really knows what google can really do. Without google this world would not be as advanced or intelligent as it is today.
I have the same toughts about it. I'm actually really interested what Google can do in the future
+Matty Boy Please don't think so black and white.
+Seed2277 No One says Apple is better than google, if they do, they are probably dead inside....
+Seed2277 They both need each other. There's no way either of them could innovate if one didn't exist.
They are just trying to make you think of something else than Googles AI stealing all of your personal information and selling it to the highest bidding company.
Excelente google. Ótimo trabalho. ° .°
This is a great thing that I have never seen, It so wonderful
Hi
MD modhu Khan n
MD modhu Khan was
There is such a movie.
"She" is a fantastic romance Director and screenwriter spike Jonze. The world premiere took place on 12 October 2013 at the film festival in new York. In the USA the picture was released in limited rental Dec 18, 2013.
About learning machines
Can't wait for the future!
I have yet to decide whether I think the singularity is probable or not... but over the next couple decades there is the potential for AI to get real scary real quick.
I suppose what they are doing is more a consequence of the network, or an emergent effect of networking and data collection, than any special proprietary algorithmic process in particular. One of the speakers mentioned that their progress depends on computing progress in general, which gives a clue as to what is actually occurring here. The act of transforming data into meaningful data requires that machine begins to find patterns within the data, however arbitrary at first. It will be interesting, as these arbitrary data sets grow, what meaningful data will emerge that we are not actually looking for. The metadata information available within large data sets must be incredible.
for doing this kind of thing google and we have to understand the concept of our brain/mind, that's extremely hard to do... We for sure will know how to understand that, but so far we got nothing. I hope this whole new concept can go as far as possible!
2:38 - OMG that's amazing
Dominik Lynton that's exactly what I thought
Creating AI is the only logical way to move forward, we need that incredible capacity to innovate so that we can figure out how to improve. Or if the machines feel like we're not worthy... Well, at least we created something that could carry on our legacy.
Exacto por favor todos los comentarios en español gracias por todo
Amazing!
GOD IS ALL
Totally agree with that last statement!
No puedo.
Well Google I need to learn English and one of the reasons is to get in touch with you maybe starting today
Wonderful...these people are the pioneers engineering the end of the world...big applause for them please.
Love this video! Thank you Google. #feelinginspired
Thankyou Massive Dynamic.
haha
change the BGM to creepy music, and the video will still make sense.
You've doomed us all, google!
oO mmmm
oO mmmmm
I can Torrent success?
I request the magnet link.
+六花小鳥遊（DragonOpsZ） Nicely said.
六花小鳥遊 yhjnbb
Thank you. Thank you. Thank you! How do i love thee google, in quantum superposition....
I feel like Google, like Donald Trump, is trying to take over the whorld
very inspiring
It transcends everything.
Having this appear in subscription feed not long after the Skynet Film Theory episode is quite weird
Benjamin Gottfridsson mi n
Buying no no
Benjamin Gottfridsson mi no
Google for Life!!!
Super nice and intellectual technology!!!
Hey @Google! You left out Alexandra Faust from the list of Google Scientists appearing in the video :)
Dude on the blue chair sounds like Tom Hanks
i expect my quantum multi core computer in the next 5 years, i need it badly for my invention
Have you got it yet
1:51 what's the pattern here between orange and white chairs?
Awesome, just make sure you don't make Skynet from Terminator.
Sudharshan Srinivasan в душ
this stuff is why I subscribed
I8 ooo
OPPO love questions Prince
999900
okay google make me a googler
me tooooo 😄
me too please
Der Zurechtweiser w.e.
Q på.
yes please
Seeing people working on cool things in Google, sometimes I feel I should leave everything and join Google.
i always wanted to work for a company that is trying to implement machine learning!
Nó
the best thing is to take the best thing knowing that the next wil be the next best thing
Yes Google such an inspirational video will always look up to you guys😀
Wow. Geoff Hinton, right there.
Is that computer in the intro the Enigma machine?
maybe it the Z1?
perfect
Blaise Aguera Y Arcas! I remember your work at Microsoft on Photosynth. Glad to see you branching out into other hard machine learning problems at Google now.
Yo se Español.
Hablo Español.
awesome
what do people think is going to be bigger, Machine Learning, Data Science or Cyber Security?
Can machine learning help Guidance Counselor better develop their work and reach more student, creating a greater social impact?
If so, can this technology be deployed around the world?
Can it have a gamification concept for students to engage actively in there daily lifes?
What type of data can be collected to help develop students, teachers and school councillors around the world?
Who can produce this solution ?
How is this field going to develop?
DOBRA igra hvala vam pa preplati
Geoffrey Hinton!
but can it find the meaning of life though? 42 doesn't do it for me at this moment
try 0
That's already covered in The Book of Mormon.
You are not meant to know the meaning of life. You are life. You are in it. It is you and you are it.
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this is beautiful.
Ce ct ct ct ct ct ce ct ct ct ct vu p n'y n'y ct 9
GOOGLE WATCHU TRYNA SAY?
+AlphaOmega They are preparing the humanity for the upcoming singularity, of course...
Xiclotrode What?
Akshat Shah It's enough to look at his name and you'll get it.
iiperento
Xiclotrode?
Akshat Shah No, yours...
"Normally if im writing about that means ive already done, its set" (it is set ) TGB the way i mean it
We shifting gears into the Quantum universe and the collective consciousness of humanity. At least for those who are going to take the stage and lead us all together to the new Nova Gaia/Earth and our Creator's plan for the opportunity to serve as the future leader for our selve and the collective community of ancient wisdom keepers and a new generation of new reality that we are all now living in the beginning of the Golden Universe... This is a 5th dimensional reality and the collectives have become the world's best way of creating the world's greatest human experience and the collective experience of our ascension process and that we will GLORIFY our CREATOR'S existence as we grow up and start to see that we are all about to have a wonderful story about how awesome we are and how the Universe works and our part in this now... Peace and Love to you all....Namasté
Google industry, Weldon, you've really try, please trying the more to enlighten us, thanks
Can you help or repair the phone..? Please tell me
Ok I got ya
I'm at this very beginner 1 place ok wonderful advancements well recieved .lately I can look at incoming mail and look at the address where it came from and go to Google Maps.and temporarily type in or enter the address and ! There is the building location or better yet using Google Go at Google Lens.a favorite of mine Thanks Google Team.from a guest Michael morales
dream!
what's the nice music?
Muy interesantes
does anyone know what the computer at the start of the video is called? was this the one that Google jointly restored in england?
+JUNK4UCREW I think it is the Harwell Dekatron/WITCH, it is currently at Bletchley park/the national museum of computing
+Tom Pooley that's the one. thanks
I found this really enjoyable.. Brilliant and extraordinary minds. Thinking of what is next and exploring tomorrow. Innovation, not finding comfort with what we have and hoping that it will serve us well for the rest of our collapsing existence. Google is the future. Ok Google! :)
Names of the various speakers would have been nice.
Welcome to skynet
Amazing music
!
anyone know the music they used in the background towards the end
?
Hey created beings in the future! I'll be waiting gladly for the time when you are considered equal, and if we creators have to upgrade ourselves to stay equal with you we'll try our hardest. Good luck fellow creators, let's break the Cycle which has plagued the Mass effect, Stargate, and Battlestar Galactica 2003 universes for eons.
"If you can't take care of your creations, what do you expect will happen."
"If you look after your creations, the wait will be completely worth it."
"Just because you gave birth to your creations, it doesn't mean they will give a damn about you. It's all about getting them to love you through supporting them through their growing up phase."
- Appbeza.
Have these people played SOMA yet? I don't want the possibility of the WAU pls
No lo sabia
Excellent! Thanks for the video, old boy/girl!! LOL Best of luck!
Love it.
the music in the background is so amazing
One of the differences between machines and humans is that machines don't have emotional influences, and digital memory can be copied and moved.can
Am I the only one who would love to have the computer in the beginning of the video than an apple computer?
I'm just a high school student (Well, adult school more specifically since I learned at home before), and I have the intention to go to Cegep (college equivalent in Quebec) and then university.
I love programming and I love finding and trying more and more complex algorithms, and I still am hesitant if I should go in the artificial intelligence field or not.. this video gave me chills, it makes me so happy to know Google is working on artificial intelligence and if I could, I would love to join them in this adventure.
good documentation …….
Another surprise with Google Assistant .late 1 night I said ' ok.Google Assistant ' set an alarm for Monday Morning' before I could set the time ..Google Assistant said ' ok ! Here is what I brought up!' The Song Monday Morning by Melonie Fiona.( excuse me if her name is misspelled) what a joy is I went ahead and got up and just walked about listening to her song and the male vocal track
Formatting is excellent too Thanks Google as I'm still aware of this list of video/ music Formats
Un homenaje a Alan Turing en el fondo :)
+Felipe Ampuero Salinas Donde?
"Thats's so cool! 2:36"
how many orange chairs @3:22 ?
+raw5069 64 (in the frame and behind him)
Qwolf :)
0:14 ... "There has been a number of shits in the way we think about computing".... Can' argue with that.
Requesting IBM on boarding
Progression.
😫
Only God knows
Some day ...
Google meu sonho e conhecer ai um dia seria um prazer se me convida sem iria agradecer muito
English
မဂ္မဂ္လာပါေက်းဇူးတင္ပါသည္
Show us some self-driving car footage :'(
سقس
what was that old computer in the first and last shot? Was that the Turing machine?
+RainAngel111 lol
Purple don't laugh, it wasn't in the subtitles. I'm asking because I don't know. Jerk.
p.s. the turing machine was one of the first simple examples of machine learning so it's a legitimate guess, especially considering the museum setup it seems to be in.
oh, well...
wikipedia says the turing machine is fictional, idealized, abstract concept. that's what I assumed.
Purple yes but there was a real machine in the war. It may not have been called a Turing machine, I don't know.
I have determined after much searching that the computer shown is the Harwell Computer at The National Museum of Computing in England.
what's that machine in the start of video, it seems like some kind of amazing analytical machine decades ago
y les quiero llevar has contarles de en Estes mismos ahis de nuesvos viajes enhas mi pais y luegos perdon yo viajes el 2020 y allas por el motives de un accidents tubes que pasar por un trastamientos o trastamientos de therapist y luegos tambien me dios el covd19 y me via muy graves peros con las ayudas de mi dios puedos salir bien peros luegos me sobrevinos otrss complicasiones el coal estubes de nuesvos graves y ahi tubieron que hacer un castaterismos cardiacos y muchos cosas mas y luegos cuandos los medicis no me dagan esperanza de vidas unas madrugadas yo clams has jesus y puedos ver su cuerpos ctussificados y les dijes senor jesus por tu llagas a name y mi que jesus me dios las espardas y luegos escuchar una voz que me dios tu de te has sandals y en esas mementos me senti liberadas de mi maldas ya mi vidas no tengos sentidos por hacer tenidos esas enfermedades nadia se me acercabas por miedos del contains y yo comprendias y yo les presguntes y dual hes el pasos y me dios times que predicar el evangelos y decirles hay mundos que yo estos aqui en el mundos y des des ahis yo predicos y yo hes tenidos las preparation de predicar y si los gracias pero comos ahoras yo presdiscos en casino todas las redes socials y el motivos segun jesus estamos en final del mundos y el quietest renoir su obejas porque el hes el Buena pastor de las obejas y el las conces has todas y Ella's les owen y su Padres estas muy content is con su hijas unigenitos y luegos despises yo vines aqui has Estes gran pais y aqui en mi casa en octubres el vines undomingos y les mi su rostros pero no iguar has el vinos en unas nuves de pool is y muy distintos y en esas mementos yo pedicabs en faces book y ahis yo decir el estas aqui y mi hijas y su esports estas y yo fuis y les dijes vegan has ver has jesus y elos no pudieron Carlos y yo sentias que brotabas y enoctubres 15 virvios y aparecias y ahis yo pedicabs y yo antes habits pensados hacer esos gravar las esenas y asi los graves y los mandes has hacer book y CZcams y ahi elos los tienen y fue Altos comos paras que el mundos puedan llevar hay arespentimientos y yo los sientos siempres has mi lados cuandos algos me dueled el me pasos su manos y me Cantor canticos y me dices que los cantes.
Me encanta el video y el sonido 🎈👍🏼👍🏼👍🏼👍🏼
This is good clip for John Oliver's past episode 2030 titled "How A.I. took over"
DC9848 in
Wow that is so cool! Machine learning is such a fascinating field and I hope they figure out solutions to some of the most common human problems like driving, language interpretation and image context understanding (computer vision).
Ok l
I think I might want to work for Google.
wow
I am sure Google employees work really hard to advance machine learning but personally I am disappointed with last 6 years of progress in consumer AI. We had Siri in 2009 (before Apple acquired it) and what we have now? A little better "intelligent" personal assistant.