[Script Info]
Title: 
[Events]
Format: Layer, Start, End, Style, Name, MarginL, MarginR, MarginV, Effect, Text
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,Okay, so, good morning everyone.
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,I'll just get started.
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,My name is Shailesh and I give these talks
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,almost every year so this is a very deja-vu feeling for me.
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,The only thing different this time
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,is the stage is slightly thinner.
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,But great crowd, great list of talks so far.
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,So, Daniel called me a couple of weeks ago and said
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,"Why don't you give a keynote again?"
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,And I said, "You know, I'm running out of things to say now."
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,I've given four talks at different forums
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,with The Fifth Elephant and I wasn't so sure
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,what I want to talk about.
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,So, then, one of these days I was talking
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,to one of my non-geek friends
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,and he was very excited about what I do
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,so he said, 'What do you do?'
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,and I, you know, it was on the phone
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,and I started talking to him about this, that, and the other.
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,And for about 45 minutes I was rambling
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,and this guy was very quiet.
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,I didn't realise he wasn't a techie
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,and I was going on and on and after 45 minutes I stopped
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,and said, "Are you still there?
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,"Are you listening?"
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,And he said, "Yeah, I'm listening.
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,"Can you tell me what do you do again?"\N(audience laughs)
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,And then I realized, how do I summarize this in 2 words?
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,So then I told him, "Hey, I'm building thinking machines."
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,And that's when he said, "Why didn't you say that before?
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,"It was so easy to say that, right?"
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,So that's how the title came by
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,and obviously we're not building thinking machines
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,but what I'm going talk about is towards thinking machines, right?
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,So, we have a long way to go.
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,So I added the word "towards" later.
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,So what I'm gonna talk about is all over the place.
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,I'm going to talk about philosophy, science fiction.
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,I'm going to talk about algorithms
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,and I'm going to talk about, you know, deep learning
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,and how to think about things beyond deep learning.
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,All right?
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,And let me give you a perspective and then we'll start.
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,So I'll take questions at the end.
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,Start working this.
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,All right, so, I ended my last year's talk on this quotation
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,So I thought I'll start on this quotation this time.
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,So I like this quotation because it puts a lot
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,of things into perspective of what we're doing,
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,how our civilisation got here, and where we're headed.
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,So it says, "Our technology, our machines, is part of our humanity.
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,"We created them to extend ourselves
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,"and that is what is unique about human beings!"
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,And if you look at chairs, and dogs, and animals, and cats
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,they don't create machines to extend themselves.
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,They just have instincts and they follow their instincts.
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,Right, that's very unique about human civilization.
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,We've created Taj Mahal, and space flights, and internet
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,and so we've come a very long way.
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,So if you think about the tools, right?
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,The cavemen had tools and now we have
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,a completely robotic assembly line with no humans
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,and you could turn the lights off and nothing will happen
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,the cars will get produced, right?
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,We've gone from just on-road, bullock carts,
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,to massive amounts of transportation that we can do now.
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,If you look at our ability to look further
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,into space, again, since Galileo,
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,we have made a lot of progress.
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,Recently we saw the news of Pluto flyby
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,so now we're able to send satellites into space.
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,If you look at the first computer we built
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,and where we are today, right?
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,We have a huge data center, and really
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,if you look at the whole thing in perspective
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,we have made an enormous amount of progress
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,in the last so many centuries, right?
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,So if you look just at the technical part
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,the IT kind of intelligent machines
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,we're not talking about mixies
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,and other things, just look at what AI
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,and deep learning, this stuff, has produced.
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,Today's machines can play chess.
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,And there's no human on the planet
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,who can play chess better than the machine.
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,I want to take a pause and think about where we are.
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,There's no human on the planet
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,who can play chess better than the machine.
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,There's no human on the planet
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,who can play Jeopardy better than the machine.
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,And recently, Google came out with automatic cars
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,so the machines can drive cars and record show
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,that these cars are better than humans under ideal conditions
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,And they have much less accident rates
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,and all the accidents happened because of other humans drivers.
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,They're not because of cars.
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,And recently also saw how machines
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,are able to create pictures, right?
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,So this is one of the things
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,that deep learning is internally doing.
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,And now think about all this.
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,Just think about where machines have gone today.
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,How many things they can do
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,which are way beyond our imagination
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,that machines could have done.
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,So obviously there's a lot they've done.
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,But can they do the following?
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,So obviously there's a lot they've done.
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,So one of the holy grails of AI is to have a machine
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,have a conversation with a human being.
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,We all know the Turing test and the
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,repercussions of this will be huge.
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,We could think about how we talk to the internet today.
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,We carefully craft word-for-word queries, right?
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,And you know, we allow the internet to make mistakes.
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,We craft queries again, and we take the suggestions or not.
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,We talk to the internet like we're talking to a three-year-old.
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,Now in the daily needs of massive data computers, NLP
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,and all its deploying staff, imagine how shameful it is
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,to talk to a computer like a 3-year-old.
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,So it's got the capacity of thousands of people
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,but it can't understand language.
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,So we need to change that.
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,Now imagine beyond keywords what can happen.
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,We can do question answering
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,but how do we do question answering today?
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,We've created Yahoo Answers, we've created Quora
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,where people can type questions
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,We do a match between the questions and the answers
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,and then we again do retrieval.
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,So not answering questions.
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,Now think about conversations.\NConversation is an even more complex thing
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,If it works out, what are the\Nrepercussions? I don't want to study
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,physics from my physics teacher. I want to\Nstudy from Einstein or Feynman.
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,We already know all the language and\Nknowledge of these people.
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,Can we not have a persona or a person\NFeynman or Einstein,
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,and have a conversation with that person,\Nright? So just imagine the future
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,of what will happen if we're just able to\Nhave conversations with the machines.
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,So there's a long way to go between\Nkeyword search and conversations.
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,Can we discover a cure for cancer?\NThere are a lot of diseases out there.
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,Now obviously there is a lot of research\Npharma companies are doing.
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,There's a lot of new initiatives on how\Nto use the high end machine learning
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,in pharma research. But my contention is\NI believe that the cure for a lot of
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,diseases is already out there. In all the\Nmedical literature, if somebody could
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,actually read them, hold that knowledge in\Nthe brain, in RAM, and do interconnections
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,we should be able to find a lot of things.\NBut what is the problem?
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,A single human expert, even in one field\Ncannot keep up with that quest of
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,knowledge, right. We forget some things,\Nwe want to read certain papers.
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,And therefore, it's the other problem. \NWe have too much knowledge
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,and our individual brains are not\Ncapable of forming those connections
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,in the - because we can't even read that\Nmany docs, right?
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,But machines could do it, the way, and\Nthen there's progress.
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,Can we not find cures or new medicine\Ntoo.
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,Can I crack the next IIT Entrance Exam?\NYou laughing today, but you never know.
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,Five years from now, what will happen?\NWe should hope that if Watson is
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,a test of intelligence, if Igloo is a test\Nof intelligence, could this not be
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,a test of intelligence.\NThe ability of AI system to be able to
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,actually solve an IIT paper and get a\Nrank 1.
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,What about, can I search all the video\Nscenes, which only have a goal shot
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,in the football videos and nothing else.\NI don't want to watch the rest of it.
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,A lot of balls going here and there.\NI just want to see the goal shots.
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,Today I cannot do that.\NCan my machines be intelligent enough
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,to vision part, to actually find, this is\Na goal, this is a goal, this is a goal -
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,the rest of it is something else.\NSo we can imagine the applications now.
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,We were talking about sarcasm a lot and we\Nall understand sarcasm is a very hard
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,thing to do. And imagine if you could\Ndetect sarcasm, what else can you do?
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,You writing an email to your boss\NYou're angry, you've written
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,a sarcastic comment, and ? says,\N'Hey are you sure about this?'
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,In the heat of the moment, can\NI put it this way?
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,So, like, today we do attachments. Can you\Ndetect sarcasm and things like that.
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,And to me the holy grail of AI is not\Nreally all these big things,
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,but a really simple thing. Can a machine\Nfind a joke funny?
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,Now there are a lot of - don't know if you\Nguys watch Star Trek - but data entry
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,300, 400 years from now, is an android who\Nis capable of all these other things.
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,He's a great supercomputer in human form\Nbut he's still struggling with humans.
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,That's how hard the problem is.\NSo obviously we have a long way to go.
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,We've come a long way and we have a long\Nway to go.
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,So this talk is really about the way\Nforward.
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,So, what do we imagine the future to be?\NWe want something like this.
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,Golden ?\NWe all want a Jarvis, right?
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,Who takes care of the chores and gets rid\Nof the whatever and then we all want
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,a Jarvis right? So if you watch these\Nmovies again, after watching this talk,
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,you'll have a very different perspective\Non what we need to do to get here.
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,It's not going to happen just because\Nwe're going to make more and more
Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,Hollywood movies like this.