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

Google I/O: "We'll live longer & better." -> little applause; "We're supporting Kotlin programming language for Android dev." -> huge applause.

The woman from Calico is now one of my favourite humans on the planet. Doing fantastic work.

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.

Thanks for making this talk available to everybody.

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.

So nice of an overview from experts.

Very inspiring session.

I love this.

非常好的采访，收益匪浅啊！

thank you!

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.

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.

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?

I hope this video inspires more girls to join the world of sciences and complex thinking

Bengio, Geoffrey, Yann, Andrew weren't here. But still wonderful talk about AI.

democratizing AI and Data visualization is the best idea! can't wait to contribute in this field

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?

why was Andrew Ng not on this panel?

12:20 - Yeah right voice search... Didn't came out year after Apple released Siri (made by company that they bought tho).

if these are just the first drops in an ocean...what will it be next ?

Listening to these ladies felt like drinking water from a fire hose. Their knowledge inspired me to work even harder.

33:24 it's gonna be huuuge!

A full woman panel in not a women only event! Good job google.

I'm just here for Fei Fei. CS231n yay!

Thank God for nerds.

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.

I heard a lot of enthusiasm but limited content.

Amazing talk from amazingly smart people.

Fascinating. They are all women =). Didn't think about that at first.

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.

Speech recognition sucks if you hate the sound of your own voice.

Having been in the biz 40+ years, I welcome experiences that disrupt my gender biases, such as this video. Thanks.

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.

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.

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... ;)

WOWOOWOWOW IS that an APPLE WATCH I SEE damn google, one of your own

thanksfull .but i have no google phone

they will take err jobs!!

machine learning from AI has been acquired by alien zeta reticuli.

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.

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 :-)

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).

go women researchers!

hayflick limit

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.

Moderator could at least have learnt how to spell their names first.

All women? Sexism! How am I suppose to relate... (lots of sarcasm)

Nothing says AI and future more than a Politically correct assembly and parade of women on a stage.

Here's Google throwing the gauntlet down on gender diversity . . .to Apple

A panel of women talking about something "artificial"

AI in Google is dominated by ladies? Good news. Seems that our world will be less violent when we are dominated by AI.

I wonder whether women would rule the world in the future with their AIs

I love how a lot of sexist men are off-putted and somehow wants to undermine this video. Feeling emasculated?