[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,,The world is filled with \Nincredible objects Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,and rich cultural heritage. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,And when we get access to them, Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,we are blown away, we fall in love. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,But most of the time, Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,the world's population is living\Nwithout real access to arts and culture. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,What might the connections be Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,when we start exploring our heritage, Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,the beautiful locations\Nand the art in this world. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,Before we get started \Nin this presentation, Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,I just want to take care\Nof a few housekeeping points. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,First, I am no expert in art or culture. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,I fell into this by mistake,\Nbut I'm loving it. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,Secondly, all of what I'm going\Nto show you Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,belongs to the amazing museum's\Narchives and foundations Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,that we partner with. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,None of this belongs to Google. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,And finally, what you see\Nbehind me Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,is available right now\Non your mobile phones, Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,on your laptops. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,This is a current platform \Nwhere you can explore Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,thousands of museums\Nand objects at your finger tips Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,in extremely high definition detail. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,The diversity fo the content is what's\Namazing. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,If we just had European paintings, Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,if we just had modern art, Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,I think it gets a bit boring. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,For example, we, this month, \Nlaunched the Black History channel Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,with 82 curated exhibitions, Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,which talk about arts and culture\Nin that community. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,We also have some amazing objects\Nfrom Japan Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,around craftsmanship in Japan\Ncalled "Made in Japan". Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,And one of my favorite exhibitions,\N Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,which actually is the idea \Nof my talk, Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,is I didn't expect to become\Na fan of Japanese dolls. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,But, I am. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,And thanks to this exhibition\Nthat has really taught me Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,what is the craftsmanship \Nbehind the soul of a Japanese doll. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,Trust me, it's very exciting. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,Take my word for it. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,So, moving on swiftly, Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,one quick thing I wanted to showcase\Nin this platform, Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,which you can share with \Nyour kids and your friends right now, Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,is you can travel to all these\Namazing institutions virtually as well. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,So one of our recent ideas was with\NThe Guggenheim Museum in New York Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,where you can actually get a taste\Nof what it might feel like Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,to actually be there. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,You can actually go to the ground floor\N Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,and obviously, most of you, I assume,\Nhave been there. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,And you can see the architectural\Nmasterpiece that it is. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,But imagine this accesibility\Nfor a kid in Bombay Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,who's studying architecture, Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,who hasn't had a chance\Nto go to The Guggenheim as yet. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,You can obviously look at objects\Nin the Guggenheim Museum, Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,you can obviously get in to them\Nand so on and so forth. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,There's a lot of information here. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,But this is not the purpose\Nof my talk today. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,This exists right now. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,What we now have are \Nthe building blocks Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,to a very exciting future\N Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,when it comes to arts and culture Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,and accessibility to arts and culture. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,So I am joined today on stage\Nby my good friend and artist in residence Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,at our office in Paris, ? Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,who is the professor of interactive design Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,at Ecal University in \NLausanne, Switzerland. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,What ? and our team of engineers\Nhave been doing\N Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,is trying to find these connections\Nand visualize a few of these. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,So I'm going to go quite quick now. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,Just clarification: Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,Always, seeing the real thing\Nis better. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,In case people try to think \NI'm replicating the real thing. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,So moving on, Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,this object you see behind me Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,is the Venus of Berekhat Ram. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,It's one of the oldest objects\Nin the world, Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,around 233,000 years ago Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,found in the Golan Heights Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,and currently residing in \Nthe Israel Museum in Jerusalem. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,It is also one of the oldest objects\Non our platform. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,So let's zoom. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,We start from this one object. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,And what if we zoomed out\N Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,and actually tried to experience\Nour own cultural big bang. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,What might that look like? Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,This is what we deal with\Non a daily basis Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,at The Cultural Institute. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,Over 6 million cultural artifacts\Ncurated and given to us by institutions Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,to actually make these connections. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,You can travel through time, Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,you can understand more \Nabout our society through these. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,You can obviously look at it\Nfrom the perspective of our planet Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,and try to see how it might look\Nwithout borders Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,if we just organized art and culture. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,We can also, then, plot it by time, Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,which obviously, for the data geek\Nin me is very fascinating. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,And you can spend hours looking\Nat every decade Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,and the contributions\Nin that decade and in those years Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,for art history and cultures. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,We would love to spend hours\Nshowing you each and every decade, Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,but we don't have the time right now. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,So you can go on your phone\Nand actually do it yourseld. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,(Applause) Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,But if you don't mind, Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,and you can hold your applause\N'till later, Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,I don't want to run out of time Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,because I want to show you\Na lot of really cool stuff. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,(Laughter) Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,So just very quickly, Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,you can move on from here Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,to another very interesting idea. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,Beyond the pretty picture, Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,beyond the nice visualization, Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,what is the purpose, how is this useful? Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,This next idea comes from \Ndiscussions with curators Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,that we've been having with museums, Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,who, by the way, I've fallen in love with Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,because they get their whole life\Nto actually try to tell these stories. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,And one of the curators told me, Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,"Amit, what would it be like Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,if you could create \Na virtual curator's table Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,where all these 6 million objects\N Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,are displayed in a way for us\Nto look at the connections between them. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,And let's start -- Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,you can spend a lot of time,\Ntrust me, looking at different objects Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,and understanding where they come from, Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,it's a crazy matric experience. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,Just moving on, Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,let's take the world-famous \NVincent Van Gogh Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,who is very well represented\Non this platform. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,Thanks to the diversity\Nof the institutions we have, Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,we have over 211 high-definition,\Namazing artworks by this artist Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,now organized in one \Nbeautiful view. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,And as it ? \N Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,and as the seril goes deeper Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,you can see all the self-portraits, Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,you can see still life. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,But I just wanted to highlight\None very quick example Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,which is very timely: Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,The Bedroom. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,This is an artwork where\Nthree copies exist. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,One at the Van Gogh Museum\Nin Amsterdam, Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,one at the d'Orsay in Paris, Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,and one at the Art Institute\Nin Chicago, Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,which actually is currently hosting\Na reunion Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,of all three artworks physically, Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,I think only for the second time ever. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,But, it is united digitally and virtually\Nfor anybody to look at Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,in a very different way, Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,and you won't get pushed\Nin the line in the crowd. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,So let's take you and let's travel\Nthrough the bedroom Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,very quickly so you can\Nexperience Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,what we are doing for\Nevery single object. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,We want the image to speak\Nas much as it can Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,on a digital platform. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,And all you need is\Nan internet connection and a computer\N Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,(Applause) Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,And Seril, if you can go deeper, quickly. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,I'm sorry, this is all live, Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,so you have to give Seril\Na little bit of -- Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,and this is available for every object: Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,modern art, contemporary art,\Nrenaissance -- you name it, Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,even sculpture. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,Sometimes, you don't know\Nwhat can attract you Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,to an artwork or to a museum\Nor to a cultural discovery.\N Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,So for me personally, Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,it was quite a challenge Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,because when I to make this \Nmy full-time job at Google, Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,my mother was not very supportive. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,I love my mother, Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,but she thought I was wasting my life\Nwith this museum stuff. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,And for her, a museum is what\Nyou do when you go on vacation Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,and you tick-mark and it's over, right? Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,And so, it took about 4 and a half years Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,for me to convince my lovely\NIndian mother Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,that actually, this is worthwhile. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,And the way I did it Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,was I realized one day that she\Nloves gold, Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,and so I started showing her objects Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,that have the material gold in them Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,and the first thing my mom \Nasks me is, Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,"How can we buy these?" Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,(Laughter) Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,And obviously, my salary is not that high Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,so I was like, "We can't actually \Ndo that, mom. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,But you can explore them virtually." Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,And so now my mom -- Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,every time I meet she's like,\N"Any more gold, Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,any more silver in your project? Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,Can you show me?" Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,And that's the idea I'm trying\Nto illustrate. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,It does not matter how you get in, Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,as long as you get in. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,Once you get in, you're hooked. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,Moving on from here very quickly, Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,there is kind of a playful idea,\Nactually, Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,to illustrate the point of access, Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,and I'm going to go quite quickly\Non this one. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,We all know that seeing the artwork\Nin-person is amazing. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,But we also know that most of us\Ncan't do it, Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,and the ones that can afford to do it, Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,it's complicated. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,So Seril, can we just load up\Nour art trip, Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,what do we call it? Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,We don't have a good name for this. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,But essentially, let's. -- Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,so we have around 1,000\Namazing institutions, 60 countries. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,But let's start with Rembrandt, Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,we might have time for only\None example. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,But thanks to the diversity, Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,we have around 500 amazing\NRembrandt object artworks Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,from 46 institutions\Nand 17 countries. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,And let's say you on your next vacation Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,want to go see every single one of them. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,That is your itinerary, Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,you will probably travel\N53,000 kilometers, Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,visit around, I think, \N46 institutions, Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,and just FYI, you might release\N10 tons of CO2 emissions. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,(Laughter) Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,But remember, it's art, Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,so you can justify it, perhaps,\Nin some way. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,Moving on swiftly from here Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,is something a little bit more\Ntechnical and more interesting. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,So all that we've shown you so far\Nuses metadata to make the connections. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,But obviously we have something\Ncool nowadays Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,that everyone likes to talk about\Ncalled machine-learning.\N Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,And so what we thought is, Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,"Let's strip out all the metadata, Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,let's look at what machine-learning\Ncan do Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,based on visual recognition of\Nthis entire collection." Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,And what we ended up with\Nis this very interesting map, Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,these clusters that have \Nno reference point of information Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,but has just used visuals to\Ncluster things together. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,Each cluster is an art?\Nto itself of discovery. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,But one of the clusters we want\Nto show you very quickly Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,is this amazing cluster\Nof portraits Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,that we found from museums\Naround the world. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,If you could zoom in\Na little but more Seril, Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,just to show you, you can \Njust be traveling through portraits. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,And essentially, you can do nature,\Nyou can do horses, Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,and clusters galore. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,When we say all these portraits,\Nwe were like, \N Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,"Hey, can we do something\Nfun for kids, Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,can we just do something playful Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,to get people interested in portraits?" Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,Because I haven't really seen\N Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,young kids really excited \Nto go to a portrait gallery. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,So I want to try to \Nfigure something out. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,So we created something\Ncalled the portrait matcher. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,It's quite self-explnatory, Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,so i'm just going to let Seril\Nshow his beautiful face. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,And essentially what's happening Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,is with the movement of his head, Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,we are matching different portraits\Naround the world from museums. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,(Applause) Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,And I don't know about you, Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,but I've shown it to my nephew Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,and the reaction is just phenominal. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,All they ask me is when \Ncan we go see this. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,And by the way, if you're nice, Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,maybe Seril you can smile\Nand find a happy one. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,Oh, perfect. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,And by the way, this is not rehearsed. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,Congrats, Seril. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,Let's move on. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,Otherwise, this will \Ntake the whole time. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,So, art and culture can be fun, also. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,So for our last quick experiment -- Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,we call all of these experiments -- Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,our last quick experiment\Ncomes bck to machine learning. Dialogue: 0,9:59:59.99,9:59:59.99,Default,,0000,0000,0000,,So we show you clusters