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Past, Present and Future of AI / Machine Learning (Google I/O '17)

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Google for Developers

Google for Developers

Күн бұрын

We are in the middle of a major shift in computing that's transitioning us from a mobile-first world into one that's AI-first. AI will touch every industry and transform the products and services we use daily. Breakthroughs in machine learning have enabled dramatic improvements in the quality of Google Translate, made your photos easier to organize with Google Photos, and enabled improvements in Search, Maps, KZfaq, and more. We’re also sharing the underlying technology with developers and researchers via open-source software such as TensorFlow, academic publications, and a full suite of Cloud machine learning services. Join this session to hear some of Alphabet's top machine learning experts discuss their cutting-edge research and the opportunities they see ahead.
See all the talks from Google I/O '17 here: goo.gl/D0D4VE
Watch more Android talks at I/O '17 here: goo.gl/c0LWYl
Watch more Chrome talks at I/O '17 here: goo.gl/Q1bFGY
Watch more Firebase talks at I/O '17 here: goo.gl/pmO4Dr
Subscribe to the Google Developers channel: goo.gl/mQyv5L
#io17 #GoogleIO #GoogleIO2017 event: Google I/O 2017; re_ty: Publish;

Пікірлер: 95
@JohnPMiller
@JohnPMiller 7 жыл бұрын
Google I/O: "We'll live longer & better." -> little applause; "We're supporting Kotlin programming language for Android dev." -> huge applause.
@danielgreen4747
@danielgreen4747 7 жыл бұрын
The woman from Calico is now one of my favourite humans on the planet. Doing fantastic work.
@Blatt.online
@Blatt.online 6 жыл бұрын
What about the men?
@jackriley3340
@jackriley3340 5 жыл бұрын
She left calico
@SunshineVocals
@SunshineVocals 7 жыл бұрын
That lady in the black and white is super super smart. I mean they all are but she seem to have a big vision of the past impacts to the future impacts of AI.
@dciug
@dciug 7 жыл бұрын
That's Fei Fei Li. And you're right.
@chrisw5852
@chrisw5852 7 жыл бұрын
Daniel Ciugurean Fei Fei Li is my inspiration
@Sorb9
@Sorb9 7 жыл бұрын
Yeah you are right, that's why she is on that post.
@monicanatalyzarazuagomez8683
@monicanatalyzarazuagomez8683 7 жыл бұрын
niño indigo
@josidasilva5515
@josidasilva5515 7 жыл бұрын
Collecting extremely large amounts of data and finding consistencies and inconsistencies within completely unrelated systems (macro and micro) is the greatest contribution that A.I. can make towards understanding the universe, improving technology as a result.
@janzaibmbaloch5484
@janzaibmbaloch5484 7 жыл бұрын
Thanks for making this talk available to everybody.
@jquicka
@jquicka 7 жыл бұрын
I am so excited about how we've developed X in the past, it has a huge role to play in developing Y, it is a very interesting time with so many challenges overcome yet so many new ones blah blah blah blah.. replace X and Y with AI, robotics, machine learning, speech recognition etc. I expected more from top google scientists. I must say that this could be better done by a simple bot just repeating the same statements in different configurations without much facts or information. The topic deserves much better coverage then served by this panel.
@hossein.amirkhani
@hossein.amirkhani 7 жыл бұрын
Very inspiring session.
@bokchoiman
@bokchoiman 6 жыл бұрын
I hope this video inspires more girls to join the world of sciences and complex thinking
@bokchoiman
@bokchoiman 6 жыл бұрын
Not blaming blaming anybody, It's just a statement.
@Tulga88
@Tulga88 7 жыл бұрын
Bengio, Geoffrey, Yann, Andrew weren't here. But still wonderful talk about AI.
@sarrae100
@sarrae100 6 жыл бұрын
So nice of an overview from experts.
@sagar-tt4ub
@sagar-tt4ub 5 жыл бұрын
Listening to these ladies felt like drinking water from a fire hose. Their knowledge inspired me to work even harder.
@011azr
@011azr 7 жыл бұрын
Hopefully, this whole A.I. stuff will in some extents satisfy the expectation of some investors. Otherwise, we will have another A.I. winter just like what has happened in the 1970s. Machine learning is nothing new, we just have better computational power and more data right now.
@pengfeizhu3024
@pengfeizhu3024 7 жыл бұрын
but i heard of speech of chinese internet company and they said google have done great job?? at least is can apply in some field. isn't??
@AinunNajib-ec2ainun
@AinunNajib-ec2ainun 7 жыл бұрын
democratizing AI and Data visualization is the best idea! can't wait to contribute in this field
@hollypattersonwriter
@hollypattersonwriter 6 жыл бұрын
Yes I love this! Power to the women! This is what little girls need to look up to not Kim Kardashian and Barbie dolls! Do something meaniful in your life and stop looking in the mirrior every 5 minutes! This is what women should look like cause we are human beings not objects for men to play with! So use your brain girls and have some self respect! Listen to these women they are where we need to be.
@miraculixxs
@miraculixxs 7 жыл бұрын
why was Andrew Ng not on this panel?
@laughingalien
@laughingalien 6 жыл бұрын
Because his phallic presentation would be offensive to the panellists.
@lifengliu4468
@lifengliu4468 7 жыл бұрын
非常好的采访,收益匪浅啊!
@MrYingding
@MrYingding 7 жыл бұрын
The talk is about a bunch of machine learning and deep learning stuff. But i didn't get it, why the future of A.I. ? Where are the A.I. topics in this talk?
@gaaraadams
@gaaraadams 7 жыл бұрын
the A.I topics? lets see... visual learning, speech recognition, extending our life span, self learning robots etc. what was it that you were expecting may i ask respectively?
@MrC0MPUT3R
@MrC0MPUT3R 7 жыл бұрын
Uh... those are AI topics lol
@yohaha
@yohaha 7 жыл бұрын
You just proved the truth of this statement: AI is whatever we haven't implemented
@MrYingding
@MrYingding 7 жыл бұрын
You are right, my question was provocative. Still as i may refer to Nils J. Nilsson's book (2010), The Quest for Artificial Intelligence - ai.stanford.edu/~nilsson/QAI/qai.pdf . In the opening sentence , Nilsson says "Artificial intelligence may lack an agreed-upon definition". All the topics here are ahead of the 1980s. Surely it is time to rethink about what does AI mean in the present.
@Blatt.online
@Blatt.online 6 жыл бұрын
Problem is, you think A.I is a robot you can send to the kitchen to make you a sandwich like C3PO and R2D2. *NO* Even a simple If else statement or scientific calculator is A.I... R2D2 A.I is just taking this to another level...
@scotthenry2481
@scotthenry2481 7 жыл бұрын
Amazing talk from amazingly smart people.
@chriskerley1508
@chriskerley1508 7 жыл бұрын
I love this.
@mahmou6
@mahmou6 7 жыл бұрын
I know I'm not smart but what's the difference between massive if/ else statements and AI. It's a bigger decision tree in simple terms right?
@vamvra5498
@vamvra5498 7 жыл бұрын
I heard a lot of enthusiasm but limited content.
@dableutyef
@dableutyef 7 жыл бұрын
AI is an investment scam
@TheBelrick
@TheBelrick 6 жыл бұрын
female high emo, low logic. spot the male on the panel
@diegoalcantar7516
@diegoalcantar7516 6 жыл бұрын
Va MVra 44:33 and 4 women = 10 minutes
@tejasshahpuri4827
@tejasshahpuri4827 6 жыл бұрын
I'm just here for Fei Fei. CS231n yay!
@naiemk
@naiemk 7 жыл бұрын
A full woman panel in not a women only event! Good job google.
@michaels.8202
@michaels.8202 6 жыл бұрын
What exactly do you define as "good"?
@bvisonl
@bvisonl 7 жыл бұрын
33:24 it's gonna be huuuge!
@bobsalita3417
@bobsalita3417 7 жыл бұрын
Having been in the biz 40+ years, I welcome experiences that disrupt my gender biases, such as this video. Thanks.
@DewTime
@DewTime 7 жыл бұрын
Bob Salita you realize this is all fabricated right? They deliberately put women here to prove a point. It's called virtue signaling.
@bobsalita3417
@bobsalita3417 7 жыл бұрын
Yes, I understand the panel wasn't randomly picked from a pool of experts. Regardless, I (we) need to see women in gender busting roles. I never heard of en.wikipedia.org/wiki/Virtue_signalling before. Thanks, I learned something new today.
@jimmyfelton2825
@jimmyfelton2825 6 жыл бұрын
Dew Time perhaps it is transparent and simply an honest attempt to disrupt gender biases?
@ShaunHusain
@ShaunHusain 6 жыл бұрын
Don't know the rest of the panel but fei fei had a talk about image net on TED years ago. Not saying this wasn't intentional but they all seem qualified and knowledgeable so doesn't bother me at all. I had plenty of intelligent female professors (mathematics, chemistry, biology, most of my science teachers really) so perhaps this isn't such a huge shock to me, I'm probably an outlier in terms of that educational experience though.
@wuwv-m8h
@wuwv-m8h 7 жыл бұрын
if these are just the first drops in an ocean...what will it be next ?
@Rohme.33
@Rohme.33 6 жыл бұрын
Thank God for nerds.
@csurmilla
@csurmilla 7 жыл бұрын
thank you!
@dzhiurgis
@dzhiurgis 7 жыл бұрын
12:20 - Yeah right voice search... Didn't came out year after Apple released Siri (made by company that they bought tho).
@MikaelMurstam
@MikaelMurstam 7 жыл бұрын
Fascinating. They are all women =). Didn't think about that at first.
@thomassherer8682
@thomassherer8682 7 жыл бұрын
Most of this stuff has been around for decades, but only recently has anyone figured out how to put them all together. Now I can command my phone to "show me pictures of cats", and I see pictures of cats. Perhaps we have reached the summit of human achievement and any future accomplishment will be a disappointment.
@Prakriti2041
@Prakriti2041 6 жыл бұрын
The moderator is in way over her head, isn't she? She seems really nervious and as tho she just bearly understands the language the pannelists are speaking.
@yelixir
@yelixir 7 жыл бұрын
WOWOOWOWOW IS that an APPLE WATCH I SEE damn google, one of your own
@acp6320
@acp6320 7 жыл бұрын
We so need people like the woman from calicolabs, its the ability to tackle a problem from such a critical viewpoint where she actually said, and I'm paraphrasing, age seems to be the number one factor in your demise, there is diseases / many other risk including like death from whatever as we get older. Later, she moved to how she wanted to tackle making your life better as you age... ;)
@sammclennan3661
@sammclennan3661 7 жыл бұрын
Speech recognition sucks if you hate the sound of your own voice.
@paskavittuun9135
@paskavittuun9135 7 жыл бұрын
I think it was smart to only build an AI that would never have an access to the Internet. One would only manually upload information to it, give it a task and wait for it to create various solutions from which people could pick up the most appropriate ones for the fulfilling of the required task. The AI should also have no ability to create or do anything besides creating ideas. it should also not have an understanding of itself as an individual. In other words, it should only be an isolated machine that can be used in solving scientific problems.
@user-sw3ro6hh3j
@user-sw3ro6hh3j 6 жыл бұрын
go women researchers!
@dimitrikorsakov2570
@dimitrikorsakov2570 7 жыл бұрын
All panelists female even tho men enroll in STEM much more than women. I'm sure that happened through fair competition and pro-female bias had nothing to do with it.
@Prakriti2041
@Prakriti2041 6 жыл бұрын
at least two of those women know their stuff tho... But, I agree It must have been intentional and probably excludes the best person for the job because they choose from a very limited pool of people.
@Acaran
@Acaran 6 жыл бұрын
Maybe because females like dealing with people more than males? Seem obvious to me.
@vikasmiri4181
@vikasmiri4181 7 жыл бұрын
thanksfull .but i have no google phone
@SunshineVocals
@SunshineVocals 7 жыл бұрын
Vikas Miri why not?
@rudestan
@rudestan 7 жыл бұрын
Vikas Miri and any reasons why yes?
@pardoharsimanjuntak1483
@pardoharsimanjuntak1483 7 жыл бұрын
Data from all artificial brain machines will be disseminated to other artificial brain machines to be synchronized and then reassembled for processing by the computer, then distributed again to all artificial brain machines and so on ...... this way is expected to extend the life of humans . Why not just developed an artificial immune system or so-called human body's defense system.
@Rayden150
@Rayden150 7 жыл бұрын
they will take err jobs!!
@alfonshomac
@alfonshomac 7 жыл бұрын
KUR... TUR... KAJJEEERRRRBBBB
@pudgywudgy7111
@pudgywudgy7111 7 жыл бұрын
All women? Sexism! How am I suppose to relate... (lots of sarcasm)
@pardoharsimanjuntak1483
@pardoharsimanjuntak1483 6 жыл бұрын
machine learning from AI has been acquired by alien zeta reticuli.
@jliu6735
@jliu6735 7 жыл бұрын
AI in Google is dominated by ladies? Good news. Seems that our world will be less violent when we are dominated by AI.
@krishnadaskp21
@krishnadaskp21 7 жыл бұрын
Jiaqi Liu Yes. Contrary to the popular belief.
@exhesham
@exhesham 6 жыл бұрын
or not
@TheBelrick
@TheBelrick 6 жыл бұрын
ha. females are just as violent as men just not as good at it and better at playing victimhood
@miraculixxs
@miraculixxs 7 жыл бұрын
the speech reco expert clearly lives in a world different from mine. I mean indeed speech is very important in daily lives, but really not very much of that is using artificial intelligence (most speech is still processed by humans).
@Leon-pn6rb
@Leon-pn6rb 7 жыл бұрын
I wonder whether women would rule the world in the future with their AIs
@danielsarmiento326
@danielsarmiento326 7 жыл бұрын
Moderator could at least have learnt how to spell their names first.
@incognitotorpedo42
@incognitotorpedo42 7 жыл бұрын
You mean Pronounce their names?
@kalomboC
@kalomboC 6 жыл бұрын
Here's Google throwing the gauntlet down on gender diversity . . .to Apple
@philippawesterman1658
@philippawesterman1658 6 жыл бұрын
At 15:38-40 the subtitles read: "So visualization is one way that you can sort of peak and try to understand what's happening in these systems". The word should be "peek". The speaker actually reinforces what she says by her body language (her hands and arms looking over the edge of something). "peak" makes no sense in the context and you may be able to guess what she means simply by listening to the audio, maybe in combination with her body language, and by ignoring the incorrect subtitles. Is an AI system doing the subtitles? Yeah, humans too can produce utter garbage in creating subtitles (we could open a channel for some real doozies!) but at least any reasonably educated person can pick up the mistake and make them read sensibly. Does it matter? Yes, it does to people who are deaf and to people who do not know the language being subtitled. English has a lot of homonyms and their misuse gives rise to jokes, and you can still enjoy the opera/film in another language even if mistakes are made, but correct "translation" is incredibly important in international councils like the UN. "That is why it was called Babel-because there the Lord confused the language of the whole world. From there the Lord scattered them over the face of the whole earth." AI has a long, long way to go to making a "good hash" of speech recognition. What a lot of levels of meaning and punning can be made out of those two little words :-)
@matth8414
@matth8414 7 жыл бұрын
A panel of women talking about something "artificial"
@adrianan4003
@adrianan4003 7 жыл бұрын
hayflick limit
@sakcee
@sakcee 7 жыл бұрын
Nothing says AI and future more than a Politically correct assembly and parade of women on a stage.
@ramsaval
@ramsaval 6 жыл бұрын
I love how a lot of sexist men are off-putted and somehow wants to undermine this video. Feeling emasculated?
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