9:59:59.000,9:59:59.000 The world is filled with [br]incredible objects 9:59:59.000,9:59:59.000 and rich cultural heritage. 9:59:59.000,9:59:59.000 And when we get access to them, 9:59:59.000,9:59:59.000 we are blown away, we fall in love. 9:59:59.000,9:59:59.000 But most of the time, 9:59:59.000,9:59:59.000 the world's population is living[br]without real access to arts and culture. 9:59:59.000,9:59:59.000 What might the connections be 9:59:59.000,9:59:59.000 when we start exploring our heritage, 9:59:59.000,9:59:59.000 the beautiful locations[br]and the art in this world. 9:59:59.000,9:59:59.000 Before we get started [br]in this presentation, 9:59:59.000,9:59:59.000 I just want to take care[br]of a few housekeeping points. 9:59:59.000,9:59:59.000 First, I am no expert in art or culture. 9:59:59.000,9:59:59.000 I fell into this by mistake,[br]but I'm loving it. 9:59:59.000,9:59:59.000 Secondly, all of what I'm going[br]to show you 9:59:59.000,9:59:59.000 belongs to the amazing museum's[br]archives and foundations 9:59:59.000,9:59:59.000 that we partner with. 9:59:59.000,9:59:59.000 None of this belongs to Google. 9:59:59.000,9:59:59.000 And finally, what you see[br]behind me 9:59:59.000,9:59:59.000 is available right now[br]on your mobile phones, 9:59:59.000,9:59:59.000 on your laptops. 9:59:59.000,9:59:59.000 This is a current platform [br]where you can explore 9:59:59.000,9:59:59.000 thousands of museums[br]and objects at your finger tips 9:59:59.000,9:59:59.000 in extremely high definition detail. 9:59:59.000,9:59:59.000 The diversity fo the content is what's[br]amazing. 9:59:59.000,9:59:59.000 If we just had European paintings, 9:59:59.000,9:59:59.000 if we just had modern art, 9:59:59.000,9:59:59.000 I think it gets a bit boring. 9:59:59.000,9:59:59.000 For example, we, this month, [br]launched the Black History channel 9:59:59.000,9:59:59.000 with 82 curated exhibitions, 9:59:59.000,9:59:59.000 which talk about arts and culture[br]in that community. 9:59:59.000,9:59:59.000 We also have some amazing objects[br]from Japan 9:59:59.000,9:59:59.000 around craftsmanship in Japan[br]called "Made in Japan". 9:59:59.000,9:59:59.000 And one of my favorite exhibitions,[br] 9:59:59.000,9:59:59.000 which actually is the idea [br]of my talk, 9:59:59.000,9:59:59.000 is I didn't expect to become[br]a fan of Japanese dolls. 9:59:59.000,9:59:59.000 But, I am. 9:59:59.000,9:59:59.000 And thanks to this exhibition[br]that has really taught me 9:59:59.000,9:59:59.000 what is the craftsmanship [br]behind the soul of a Japanese doll. 9:59:59.000,9:59:59.000 Trust me, it's very exciting. 9:59:59.000,9:59:59.000 Take my word for it. 9:59:59.000,9:59:59.000 So, moving on swiftly, 9:59:59.000,9:59:59.000 one quick thing I wanted to showcase[br]in this platform, 9:59:59.000,9:59:59.000 which you can share with [br]your kids and your friends right now, 9:59:59.000,9:59:59.000 is you can travel to all these[br]amazing institutions virtually as well. 9:59:59.000,9:59:59.000 So one of our recent ideas was with[br]The Guggenheim Museum in New York 9:59:59.000,9:59:59.000 where you can actually get a taste[br]of what it might feel like 9:59:59.000,9:59:59.000 to actually be there. 9:59:59.000,9:59:59.000 You can actually go to the ground floor[br] 9:59:59.000,9:59:59.000 and obviously, most of you, I assume,[br]have been there. 9:59:59.000,9:59:59.000 And you can see the architectural[br]masterpiece that it is. 9:59:59.000,9:59:59.000 But imagine this accesibility[br]for a kid in Bombay 9:59:59.000,9:59:59.000 who's studying architecture, 9:59:59.000,9:59:59.000 who hasn't had a chance[br]to go to The Guggenheim as yet. 9:59:59.000,9:59:59.000 You can obviously look at objects[br]in the Guggenheim Museum, 9:59:59.000,9:59:59.000 you can obviously get in to them[br]and so on and so forth. 9:59:59.000,9:59:59.000 There's a lot of information here. 9:59:59.000,9:59:59.000 But this is not the purpose[br]of my talk today. 9:59:59.000,9:59:59.000 This exists right now. 9:59:59.000,9:59:59.000 What we now have are [br]the building blocks 9:59:59.000,9:59:59.000 to a very exciting future[br] 9:59:59.000,9:59:59.000 when it comes to arts and culture 9:59:59.000,9:59:59.000 and accessibility to arts and culture. 9:59:59.000,9:59:59.000 So I am joined today on stage[br]by my good friend and artist in residence 9:59:59.000,9:59:59.000 at our office in Paris, ? 9:59:59.000,9:59:59.000 who is the professor of interactive design 9:59:59.000,9:59:59.000 at Ecal University in [br]Lausanne, Switzerland. 9:59:59.000,9:59:59.000 What ? and our team of engineers[br]have been doing[br] 9:59:59.000,9:59:59.000 is trying to find these connections[br]and visualize a few of these. 9:59:59.000,9:59:59.000 So I'm going to go quite quick now. 9:59:59.000,9:59:59.000 Just clarification: 9:59:59.000,9:59:59.000 Always, seeing the real thing[br]is better. 9:59:59.000,9:59:59.000 In case people try to think [br]I'm replicating the real thing. 9:59:59.000,9:59:59.000 So moving on, 9:59:59.000,9:59:59.000 this object you see behind me 9:59:59.000,9:59:59.000 is the Venus of Berekhat Ram. 9:59:59.000,9:59:59.000 It's one of the oldest objects[br]in the world, 9:59:59.000,9:59:59.000 around 233,000 years ago 9:59:59.000,9:59:59.000 found in the Golan Heights 9:59:59.000,9:59:59.000 and currently residing in [br]the Israel Museum in Jerusalem. 9:59:59.000,9:59:59.000 It is also one of the oldest objects[br]on our platform. 9:59:59.000,9:59:59.000 So let's zoom. 9:59:59.000,9:59:59.000 We start from this one object. 9:59:59.000,9:59:59.000 And what if we zoomed out[br] 9:59:59.000,9:59:59.000 and actually tried to experience[br]our own cultural big bang. 9:59:59.000,9:59:59.000 What might that look like? 9:59:59.000,9:59:59.000 This is what we deal with[br]on a daily basis 9:59:59.000,9:59:59.000 at The Cultural Institute. 9:59:59.000,9:59:59.000 Over 6 million cultural artifacts[br]curated and given to us by institutions 9:59:59.000,9:59:59.000 to actually make these connections. 9:59:59.000,9:59:59.000 You can travel through time, 9:59:59.000,9:59:59.000 you can understand more [br]about our society through these. 9:59:59.000,9:59:59.000 You can obviously look at it[br]from the perspective of our planet 9:59:59.000,9:59:59.000 and try to see how it might look[br]without borders 9:59:59.000,9:59:59.000 if we just organized art and culture. 9:59:59.000,9:59:59.000 We can also, then, plot it by time, 9:59:59.000,9:59:59.000 which obviously, for the data geek[br]in me is very fascinating. 9:59:59.000,9:59:59.000 And you can spend hours looking[br]at every decade 9:59:59.000,9:59:59.000 and the contributions[br]in that decade and in those years 9:59:59.000,9:59:59.000 for art history and cultures. 9:59:59.000,9:59:59.000 We would love to spend hours[br]showing you each and every decade, 9:59:59.000,9:59:59.000 but we don't have the time right now. 9:59:59.000,9:59:59.000 So you can go on your phone[br]and actually do it yourseld. 9:59:59.000,9:59:59.000 (Applause) 9:59:59.000,9:59:59.000 But if you don't mind, 9:59:59.000,9:59:59.000 and you can hold your applause[br]'till later, 9:59:59.000,9:59:59.000 I don't want to run out of time 9:59:59.000,9:59:59.000 because I want to show you[br]a lot of really cool stuff. 9:59:59.000,9:59:59.000 (Laughter) 9:59:59.000,9:59:59.000 So just very quickly, 9:59:59.000,9:59:59.000 you can move on from here 9:59:59.000,9:59:59.000 to another very interesting idea. 9:59:59.000,9:59:59.000 Beyond the pretty picture, 9:59:59.000,9:59:59.000 beyond the nice visualization, 9:59:59.000,9:59:59.000 what is the purpose, how is this useful? 9:59:59.000,9:59:59.000 This next idea comes from [br]discussions with curators 9:59:59.000,9:59:59.000 that we've been having with museums, 9:59:59.000,9:59:59.000 who, by the way, I've fallen in love with 9:59:59.000,9:59:59.000 because they get their whole life[br]to actually try to tell these stories. 9:59:59.000,9:59:59.000 And one of the curators told me, 9:59:59.000,9:59:59.000 "Amit, what would it be like 9:59:59.000,9:59:59.000 if you could create [br]a virtual curator's table 9:59:59.000,9:59:59.000 where all these 6 million objects[br] 9:59:59.000,9:59:59.000 are displayed in a way for us[br]to look at the connections between them. 9:59:59.000,9:59:59.000 And let's start -- 9:59:59.000,9:59:59.000 you can spend a lot of time,[br]trust me, looking at different objects 9:59:59.000,9:59:59.000 and understanding where they come from, 9:59:59.000,9:59:59.000 it's a crazy matric experience. 9:59:59.000,9:59:59.000 Just moving on, 9:59:59.000,9:59:59.000 let's take the world-famous [br]Vincent Van Gogh 9:59:59.000,9:59:59.000 who is very well represented[br]on this platform. 9:59:59.000,9:59:59.000 Thanks to the diversity[br]of the institutions we have, 9:59:59.000,9:59:59.000 we have over 211 high-definition,[br]amazing artworks by this artist 9:59:59.000,9:59:59.000 now organized in one [br]beautiful view. 9:59:59.000,9:59:59.000 And as it ? [br] 9:59:59.000,9:59:59.000 and as the seril goes deeper 9:59:59.000,9:59:59.000 you can see all the self-portraits, 9:59:59.000,9:59:59.000 you can see still life. 9:59:59.000,9:59:59.000 But I just wanted to highlight[br]one very quick example 9:59:59.000,9:59:59.000 which is very timely: 9:59:59.000,9:59:59.000 The Bedroom. 9:59:59.000,9:59:59.000 This is an artwork where[br]three copies exist. 9:59:59.000,9:59:59.000 One at the Van Gogh Museum[br]in Amsterdam, 9:59:59.000,9:59:59.000 one at the d'Orsay in Paris, 9:59:59.000,9:59:59.000 and one at the Art Institute[br]in Chicago, 9:59:59.000,9:59:59.000 which actually is currently hosting[br]a reunion 9:59:59.000,9:59:59.000 of all three artworks physically, 9:59:59.000,9:59:59.000 I think only for the second time ever. 9:59:59.000,9:59:59.000 But, it is united digitally and virtually[br]for anybody to look at 9:59:59.000,9:59:59.000 in a very different way, 9:59:59.000,9:59:59.000 and you won't get pushed[br]in the line in the crowd. 9:59:59.000,9:59:59.000 So let's take you and let's travel[br]through the bedroom 9:59:59.000,9:59:59.000 very quickly so you can[br]experience 9:59:59.000,9:59:59.000 what we are doing for[br]every single object. 9:59:59.000,9:59:59.000 We want the image to speak[br]as much as it can 9:59:59.000,9:59:59.000 on a digital platform. 9:59:59.000,9:59:59.000 And all you need is[br]an internet connection and a computer[br] 9:59:59.000,9:59:59.000 (Applause) 9:59:59.000,9:59:59.000 And Seril, if you can go deeper, quickly. 9:59:59.000,9:59:59.000 I'm sorry, this is all live, 9:59:59.000,9:59:59.000 so you have to give Seril[br]a little bit of -- 9:59:59.000,9:59:59.000 and this is available for every object: 9:59:59.000,9:59:59.000 modern art, contemporary art,[br]renaissance -- you name it, 9:59:59.000,9:59:59.000 even sculpture. 9:59:59.000,9:59:59.000 Sometimes, you don't know[br]what can attract you 9:59:59.000,9:59:59.000 to an artwork or to a museum[br]or to a cultural discovery.[br] 9:59:59.000,9:59:59.000 So for me personally, 9:59:59.000,9:59:59.000 it was quite a challenge 9:59:59.000,9:59:59.000 because when I to make this [br]my full-time job at Google, 9:59:59.000,9:59:59.000 my mother was not very supportive. 9:59:59.000,9:59:59.000 I love my mother, 9:59:59.000,9:59:59.000 but she thought I was wasting my life[br]with this museum stuff. 9:59:59.000,9:59:59.000 And for her, a museum is what[br]you do when you go on vacation 9:59:59.000,9:59:59.000 and you tick-mark and it's over, right? 9:59:59.000,9:59:59.000 And so, it took about 4 and a half years 9:59:59.000,9:59:59.000 for me to convince my lovely[br]Indian mother 9:59:59.000,9:59:59.000 that actually, this is worthwhile. 9:59:59.000,9:59:59.000 And the way I did it 9:59:59.000,9:59:59.000 was I realized one day that she[br]loves gold, 9:59:59.000,9:59:59.000 and so I started showing her objects 9:59:59.000,9:59:59.000 that have the material gold in them 9:59:59.000,9:59:59.000 and the first thing my mom [br]asks me is, 9:59:59.000,9:59:59.000 "How can we buy these?" 9:59:59.000,9:59:59.000 (Laughter) 9:59:59.000,9:59:59.000 And obviously, my salary is not that high 9:59:59.000,9:59:59.000 so I was like, "We can't actually [br]do that, mom. 9:59:59.000,9:59:59.000 But you can explore them virtually." 9:59:59.000,9:59:59.000 And so now my mom -- 9:59:59.000,9:59:59.000 every time I meet she's like,[br]"Any more gold, 9:59:59.000,9:59:59.000 any more silver in your project? 9:59:59.000,9:59:59.000 Can you show me?" 9:59:59.000,9:59:59.000 And that's the idea I'm trying[br]to illustrate. 9:59:59.000,9:59:59.000 It does not matter how you get in, 9:59:59.000,9:59:59.000 as long as you get in. 9:59:59.000,9:59:59.000 Once you get in, you're hooked. 9:59:59.000,9:59:59.000 Moving on from here very quickly, 9:59:59.000,9:59:59.000 there is kind of a playful idea,[br]actually, 9:59:59.000,9:59:59.000 to illustrate the point of access, 9:59:59.000,9:59:59.000 and I'm going to go quite quickly[br]on this one. 9:59:59.000,9:59:59.000 We all know that seeing the artwork[br]in-person is amazing. 9:59:59.000,9:59:59.000 But we also know that most of us[br]can't do it, 9:59:59.000,9:59:59.000 and the ones that can afford to do it, 9:59:59.000,9:59:59.000 it's complicated. 9:59:59.000,9:59:59.000 So Seril, can we just load up[br]our art trip, 9:59:59.000,9:59:59.000 what do we call it? 9:59:59.000,9:59:59.000 We don't have a good name for this. 9:59:59.000,9:59:59.000 But essentially, let's. -- 9:59:59.000,9:59:59.000 so we have around 1,000[br]amazing institutions, 60 countries. 9:59:59.000,9:59:59.000 But let's start with Rembrandt, 9:59:59.000,9:59:59.000 we might have time for only[br]one example. 9:59:59.000,9:59:59.000 But thanks to the diversity, 9:59:59.000,9:59:59.000 we have around 500 amazing[br]Rembrandt object artworks 9:59:59.000,9:59:59.000 from 46 institutions[br]and 17 countries. 9:59:59.000,9:59:59.000 And let's say you on your next vacation 9:59:59.000,9:59:59.000 want to go see every single one of them. 9:59:59.000,9:59:59.000 That is your itinerary, 9:59:59.000,9:59:59.000 you will probably travel[br]53,000 kilometers, 9:59:59.000,9:59:59.000 visit around, I think, [br]46 institutions, 9:59:59.000,9:59:59.000 and just FYI, you might release[br]10 tons of CO2 emissions. 9:59:59.000,9:59:59.000 (Laughter) 9:59:59.000,9:59:59.000 But remember, it's art, 9:59:59.000,9:59:59.000 so you can justify it, perhaps,[br]in some way. 9:59:59.000,9:59:59.000 Moving on swiftly from here 9:59:59.000,9:59:59.000 is something a little bit more[br]technical and more interesting. 9:59:59.000,9:59:59.000 So all that we've shown you so far[br]uses metadata to make the connections. 9:59:59.000,9:59:59.000 But obviously we have something[br]cool nowadays 9:59:59.000,9:59:59.000 that everyone likes to talk about[br]called machine-learning.[br] 9:59:59.000,9:59:59.000 And so what we thought is, 9:59:59.000,9:59:59.000 "Let's strip out all the metadata, 9:59:59.000,9:59:59.000 let's look at what machine-learning[br]can do 9:59:59.000,9:59:59.000 based on visual recognition of[br]this entire collection." 9:59:59.000,9:59:59.000 And what we ended up with[br]is this very interesting map, 9:59:59.000,9:59:59.000 these clusters