Thomas Tull: From Batman Dark Knight Trilogy to AI and The Rolling Stones | Lex Fridman Podcast #259
3Z7WimACqG8 • 2022-01-26
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Kind: captions Language: en the following is a conversation with thomas tull founder of legendary entertainment known for producing blockbusters like batman's dark knight trilogy the hangover franchise godzilla inception jurassic world 300 and many more he runs telco which is an investment company that focuses on how artificial intelligence can revolutionize large industries he is part owner of the pittsburgh steelers he's the guitarist for the band ghost hounds that tours with the rolling stones but most importantly he's humble down to earth and someone who has quickly become a mentor and friend this is the lex friedman podcast to support it please check out our sponsors in the description and now here's my conversation with thomas tall in 2004 you founded legendary entertainment known for producing blockbusters like batman's dark knight trilogy that includes batman begins dark night and dark night rises the hangover franchise godzilla inception jurassic world 300 and the list goes on it's just some of the biggest movies in history what does it take to make an epic movie like that or what does it take to make it happen from start to finish well look i i've been enamored with movies since i was a kid as a fan and i think what you need is to is to be able to tell a great story and if you're going to tell a great story you need a great director you got to start with a fantastic script um that you know is able to take some of these iconic characters that we did and put your own stamp on it while still respecting uh the mythology and uh i had zero experience in movies and television before i started legendary so it was it was a very interesting trip total luck uh that uh we had the opportunity to make five movies at the time with chris nolan who turned out to be one of the greatest filmmakers of all time but it's uh each one is its own little startup company uh and i don't think there's any formula to get there but i know that if you don't have a great director and a great script if you don't have that foundation it's hard to pull off who's the ceo of that little start-up company companies the the director who would you say kind of defines the success or the failure of a movie well when you build a big movie like that it's an enormous effort 360 degrees i mean from digital effects certainly the actors i mean if you have an amazing script an amazing director but you don't believe anybody playing the parts that's a problem so the reason i think it was so difficult to pull off is always used to say you start with a stack of papers with words on it called a script bring that to life and you're asking an audience to believe in everything that you're trying to put out there and you've got a cast that even if they're immensely talented individually they have to mesh together they have to have chemistry together um and you know the director is kind of the general on the the battlefield but if you have a strong producer who's very hands-on but it truly to me is each one had its own story in its own sort of how it came to be and why it why it worked or didn't work so you said you were new to the industry but you did a lot of revolutionary things with legendary so at that time and now what is the uh the good the bad and ugly of the business of filmmaking what what are some interesting holes that you were able to or like problems that you were able to fix what problems still exist that can still be solved well look the the business has changed so radically since 2004. when i started legendary dvds were still a cash cow so you know that's how how far things have come but i i would say a couple of things the reason that i started it from a business perspective was at the time it was a 30 billion dollar industry and there was no institutional capital around the movie business and i was fascinated by that because almost every other category that you look at of that size has institutional capital private equity etc is kind of a cottage industry set up around it and i was perplexed and fascinated that that didn't occur and the way the movie business worked was unlike any business i'd ever looked at before so after kind of convincing myself that you could actually make money if you were disciplined and had the right approach uh you know went out raised the money from the capital markets markets which was uh herculean still maybe the hardest thing i've ever done in my career to walk around and say look i have no experience i've never done this before but you know and the second thing being very fortunate at the time was able to partner up with warner brothers warner's at the time was run by a man named alan horn who besides being creative is also a harvard mba so really understood what i wanted to do um and alan you know was just an absolute gentleman someone that i still look up to to these to this day after warner brothers he went and ran disney with their run you know between marvel and star wars and everything and so between uh alan being responsible for harry potter the dark knight stuff and then on to all the disney stuff he probably had as great a career as anyone i've ever heard of in the movie business so my first focus was around sort of two concepts global worldwide large tentpole films and franchises and then the business aspect of being bringing long-term institutional capital to bear i'm going to ask you dumb questions which is uh part of the style i guess but just for people who don't know uh including me what is institutional what is capital what is institutional capital what is equity what is private equity got it okay well so if um if you're starting a company and you go around to a bunch of your successful friends and say hey you should invest in my company well that that's sort of uh that's great and it's capital but it's not getting money from fidelity or tea row or you know a sovereign wealth fund or an endowment fund from a university that has large pools of organized capital that has a long term point of view on your business so if you get money from your neighbor who's a successful dentist next year the dentist may say hey times are hard i need my money back if you're partners with you know fidelity or morgan stanley or any of these institutions they have the capital and the wherewithal uh to to say okay i'm looking at this over the next five to ten years and i thought there was an opportunity to bring that type of capital to the to the movie business uh to to be patient and the benefit of that patient so it's long term you have to deal with fewer parties and they would do much larger investments so what what are the benefits what are the sort of the challenges of that kind of investment well i think the benefits in some ways are there professionals who are largely dispassionate right it's like look if you're hitting the numbers you told me and you're hitting your plan great um and the other the other thing that always was interesting to me about the movie business is if i'm investing in an artificial intelligence company or a chipset company or something like that a lot of the institutions don't have the technical expertise to really truly grasp what's being done so they don't you know other than good business practices they're not offering every little opinion the movies and television are completely approachable meaning everybody has an opinion so you know whether it's i think you guys chose the wrong actor for that or why did you do that move it's it's so it invites a lot more sort of second guessing and things like that so that was always uh one of the idiosyncrasies of the business that i thought was uh you know was interesting um and and then when you talk about private equity versus public equity if you're a public company where the companies can are traded you want to buy microsoft shares you just go to your broker go on td ameritrade and buy them if on the other hand uh you're talking about private equity that's uh institutions or individuals investing in private companies um so thus the if you have pools of capital that mostly invest in private equity deals that that's how you how you'd think about it it's difficult to make those happen because it's individuals you have to sort of what have dinners and agree so it's much less it's a much more human much less mechanical i would say yeah now and again massive difference between large private equity shops who are professionalized and in the same category that i mentioned earlier uh versus private individuals who are wealthy or whatever but again it's it's much more individualized when you're going uh to people who like your idea and just say i'd like to invest in this is there is that from all the kinds of investments you've seen what do you think is the most conducive to creating works of genius whether that's in technology ai space or whether that's in movies sure so creating something special in this world i would say a couple of things enough money that whatever endeavor you you're you're going into that you're not so nervous about the edges right if my if i have a hundred dollars to spend and i'm i think i can create a perpetual motion machine or something for 104 i can't do it because they're all over me about the budget so i would say making sure that you have enough capital making sure that that capital is patient enough so that it's you know if you're going to do things that are extraordinary it takes some time and you're going to break stuff right you're going to make mistakes you're going to have a whole bunch of film on the cutting room floor so to speak or if you're in the lab you're going to have a whole bunch of broken stuff and i also think it's very important at the beginning and i always try to do this with companies i invest in or buy is make sure that you have a philosophical and somewhat mechanical alignment with the management team so that going in you both understand hey this is how we think about this problem or this company this is what we feel like our culture is this is what our goal is and these are the metrics by which we'll agree to measure them by because if you don't have that shared you know hey we're going to take this journey then i think that's where people get upset disappointed etc what about this is a weird question but constraints so this is both for filmmaking and investment do you think more money is always better no so i i like constraints a lot it's like constraints and almost like a desperation and deadlines are uh catalysts for creativity for uh for productivity for sort of uh innovation so can you can you kind of speak to that sure as an investor as a creator like what's uh what's the right balance here well i i think if you're focused on a particular problem or a company or a thesis is if you have that focus and you feel like i have unlimited resources or renewable resources so there's really there's no leverage in the situation right there's no if i fail at this i'll just go get more money right i'll just go i i think that's a hard way to be resilient uh and and to think of new ways to solve problems um so i think capitalizing things just you know to the nth degree does create some problems so i think there's that perfect blend of don't starve the oxygen to the point where you make short-term decisions or non-strategic or thoughtful decisions because you got to pay the rent and on the other hand you you can't have it be like this you know everlasting gobstopper of whatever you want will just keep flowing the cash because that doesn't create any friction points that i think um do result in in works of genius in in things that uh you know that that are transformative and one of the things that is interesting to me about society sort of writ large is i think that when you go through hard times and you have to do things that are uncomfortable and you don't want to do them because you're tired because you're that in some ways builds up that you're comfortable being uncomfortable muscle and i i sometimes think we're losing that a little bit and you you can't sort of paint with a wide brush but um you know i i that's that's one of the things that i kind of observe and and hope that we don't go that way i i do think challenge and discomfort are a kind of gift because uh like overcoming that it's like uh from from every perspective from a human perspective it's a source of happiness and fulfillment overcoming challenge but from a business perspective i see like if something is really difficult to me it's also a sign that most others would or many others would fail at this point so like it's a feature it's nice that something is difficult when when people tell you that something is impossible i love that because it's like all right well then that's what a lot of people would believe and that gives you an opportunity to be the person who shows it's not impossible and you of course you might be wrong but if you're not wrong you have the opportunity to stand out so going through that hardship taking those big risks is going to really pay off so like discomfort is a it's a feature not a bug of both personal life it's just good for life but uh for business it seems like just just good business sense if something is hard it's probably a good idea to do that yeah because most others will fail fun question i don't know if you can answer this but uh what's the most expensive movie you were involved with to make and why was it you don't have to say numbers but like do is something stand out as being exceptionally expensive and why this is expensive um i think jurassic world was pretty expensive work i mean worked out great um and uh that's like that's an epic film by the way it it look it's uh it's it's one of my favorites they just did an amazing job and frankly the crazy thing about my life is all the stuff that i loved as a kid somehow came full circle back into my adult life and having the opportunity while i was out there to to develop a friendship with steven spielberg and then have have my name on the same film as steven spielberg i mean that that was pretty surreal um so that was an expensive film um you know dark knight rises was it was an expensive film but again to me there's a difference between expensive and irresponsible and expensive because the vision warranted and it turned out financially it certainly did yeah with jurassic world it's i mean i can't imagine having those meetings because like you have to create so much and so much of it is obviously not real you can't bring dinosaurs in a yeah uh is that where a lot of the cost is is in the uh you know the computer side of things yeah those are generally pretty massive components of uh of the budget and especially if you're doing it and inventing things yeah as you go i mean jim cameron is one of those filmmakers who you know is is designing the plane as it's flying in such a brilliant way and uh i you know i've got to know him over the years and just in awe of the way his brain works and uh so yeah it's it's a big component can you speak a little bit more to him in terms of uh because you're such a fascinating person because you care a lot about technology you care a lot about the cutting edge of technology so how does he a creator a director build the plane while it's flying like what's the role of innovation in this whole process well um so i never made a film with jim i'm just a huge fan and got to know him um and john landau his producing partner and one of the things that just fascinates me about jim is so he makes titanic and there's a bunch of underwater cameras and things that they need that don't exist so he goes and invents them and you know has a good grasp of engineering and has not only the imagination but the ability to lead a team to build them i got to go down early when they were shooting avatar at a warehouse i think it was where they were shooting and as they were explaining to me how they were capturing it and that they could go back later because they created the environment it blew my mind and i said okay this is truly people talk about a a big leap this certainly is one so he has continued to push the envelope in terms of the art of the possible and i i just think he's an incredible genius in that way again another hard question so you uh in the realm of music care about story storytelling is there some aspect in which money and beautiful graphics get in the way of story in filmmaking so if you think um if you think about jurassic world obviously that's an experience like any other like what do we what do you think about the tension between story experience and like visual effects well look if you're using big effect shots and all kinds of tricks to cover over the fact that you don't have a very interesting story to tell that's where i think it gets in the way um where i think you have these incredible filmmakers we mentioned chris nolan and jim cameron guillermo del toro um you know you could go on and on of folks that just see the world differently and use technology to enhance the storytelling right to make you believe uh differently uh rather to to make you not just suspend your disbelief but to feel like you're immersed in it um so i've certainly seen it done expertly and i've seen it done poorly uh you've talked about this a little bit in the past you kind of uh left the the movie-making business at an interesting time perhaps you saw the changes there's been a lot of excitement with netflix with tv so the the role of film in society has changed so what do you think is the future of movies versus tv like if you are as a business person as a creator as a consumer as a technologist or thinking about the next 10 20 years what do you think is going to be the the godfather the great pieces that move us as a society in the next 10 20 years this is going to be tv is it going to be movie is it going to be uh tick tock uh clips what is it well so i i and i think the other category that i would add to that that will be the next great medium is truly immersive virtual reality uh in which new storytellers will emerge especially when you can go into vr and there's enough computing power to sustain it and to allow it to be social and you know for you to have different paths to go down that'll be i think the next realm of what storytelling and experience will will look like so do you think a video game kind of world or is it more movies or is it more social network or is it all the kind of blending reality and gaming and movies yeah i thought uh if you saw ready player one which i loved the book and and the movie was cool too but you know that that's one version of it right where you go in now everybody's talking about the metaverse and all that but you go into a world that's fully rendered as yourself and you interact with that world the other side of it is to go in somewhere between being a passive observer but being able to move around your point of view and experiences which i think is interesting and then i think another another adventure so to speak i could think of is a blend of video games so there's a mission right there's a there's obstacles there's everything and you move through it but it's immersive and it tells a story at the same time and that's why i think you're going to see new amazing storytellers that we don't know yet that understand how to innovate and how to make you feel something in in that environment and to your earlier point you know i saw probably around 2015 when netflix decided to be bold put out house of cards put out all the episodes leave you in charge of the pace at which you would view them uh which i thought was was great that was a gutsy move yes it was and i can't tell you around hollywood anybody that says that everybody thought it was a great idea is not being truthful because everybody i talked to said this is they're idiots right they're what do they know about movie making and tv and what i saw happening was if you look at what netflix pulled off and they realized that there isn't really a moat around the studios you really could make stuff um and really good stuff and so they started to create their own content that pulled in amazon which pulled in google through youtube and and then you had hulu then you had disney deciding that they're gonna have disney plus and the next thing you know you have some of the the biggest companies with the largest balance sheets on the planet uh being in the creative business that's you know if you're an independent that's that's bringing a knife to a gun fight to be sure and so you know i thought that was interesting the other thing that it used to be that movies were where the big things happened and television was sort of it was small screen different experience and you had something like game of thrones come out which was not only on the same epic level visually and storytelling wise but had the budget to be able to do it and now i think you're you're seeing um you're seeing uh all kinds of different storytelling taking place and i also like that it's you're not pigeonholed into a time like you got two hours to tell the story you can do a three-part mini series a five-part mini-series you can do television that's you know all kinds of different format and that i think is uh it allows creators to do a lot more interesting things it is also interesting to consider the role of companies that enable that like the capital that enables that you know without netflix you wouldn't an hbo you wouldn't have um some of these epic shows and so for if we're thinking about the virtual reality world that you're talking about it's interesting to consider who will enable that you know now like you said facebook is talking about meta and metaverse but it's unclear that just having money is enough netflix did a lot of really revolutionary stuff there's a you know amazon has money there's a lot of companies have money that don't quite do as good of a job yet at enabling creators of um creating revolutionary new content that changes the the whole industry and that's probably going to be the case with virtual reality there there is a lot of money needed to enable experiences like in terms of compute infrastructure there needs to be a huge amount of money there but you also need to somehow give freedom to creators to have fun to do their best work and at the same time like provide the the perfect amount of constraints all of that together like however netflix makes it happen they do a pretty good job because it's a very constrained platform but yet all the creators i've ever talked to comedians and so on that work with netflix are really happy because they feel free to create their work yeah and i think a lot of times you know companies are a letterhead but it boils down to the people yeah and i think um i've known ted sarandos a long time who who ran the studio at netflix and now took over for reid uh running the company but ted very smart talented guy and understood early how to cultivate talent and relationships with talent which is important when you're dealing with creative people their motivations and their goals are not always the same right they're not always capitalistic right and so in terms of being able to communicate with creative people uh that are not always a to b to c is is a talent and so i think they they did a great job ted did a great job with that early um you know but i i think that you're gonna see different formats i i i don't think i mean going to a theater to see a massive movie on that screen in that format i is a fundamentally different experience yeah and i think you're gonna find movies uh you know my old shop legendary just put out dune which i thought was phenomenal um i uh you know we when we secured the rights to dune years ago it was i was over the moon because it's i love the book i i love the the entire world um that uh that is dune and that's a movie that i think you see on the the big screen i think uh when avatar 2 comes out i want to see that on a big screen but i think you're going to see a ton of content is obviously being produced and it's not all going to go to a theater going experience so you're going to see i think different versions of this over the next five to 10 years in case james cameron is listening to this so he officially agreed to talk at the time of on this podcast at the time of avatar to release i'm just holding you to that in this recorded conversation um also just super excited um both the movie and uh the director there is something special about movies you know they win oscars they um they're historic in nature there's something about tv shows even when they're epic like game of thrones that they're forgotten much quicker in history i don't know maybe that's because we haven't had enough of them but you know the de niro performances and you know the scorsese films all the great films that kind of we think of uh throughout the generations that define generations are films is that um is that just old school thinking is that always going to be the case i mean look to me going in a darkened theater with a bunch of strangers and the lights go down and you go on this journey there is something special and magical about that and i think movies have been a part of our cultural fabric forever and for some reason hollywood in america was you know uniquely positioned uh to do a great job with it right and not that there aren't great foreign movies but far and away american movies you know are dominate the not only the world market but you know and so whatever it is that we do well or hollywood does well um you know there's there's something in the water apparently but i i agree that i love movies and i will you know for the rest of my days it's it's interesting how creators can move back and forth now as well that used to be a complete no-no you're either a movie guy or you're a person or a you know or you're a tv director and that's that but those lines have completely uh blurred and they're also blurring i mean they're blurring all kinds of lines like they're they're moving to tick tock and instagram and like i know right now it seems ridiculous to consider that these like one minute things could be considered even in the same realm creatively as a film but maybe that changes over time too maybe experiences can completely become fluid in terms of their size as long as they have some deep lasting impact on you as a human being as a consumer look to me the whole thing is about either the moving image or even sometimes a picture will bring out an emotion a reaction something so you know short form is harder because you have less time to set things up and all that but i'm sure there will be short videos and creators that come up with things and if a moving image can get a reaction out of you and make you feel a certain way and stay with you or inspire you well that that to me is just the next evolution of whatever it's going to be between humans and cameras etc see i think that's why we've talked offline about this that's why i love robots as i think there's certain things in the short form with robots that immediately can bring out a feeling in people there's something about our consideration of our own intelligence of our own consciousness of all the fears and hopes and the beautiful things about human nature the dark things about human nature that somehow especially lego robots bring out because we have both a fear and excitement towards that are these going to be our overlords our gods that overtake humanity are these going to be things like horses or something like that something that empower humanity like you don't know what to make sense of it that's why they're super exciting i agree speaking of robots and film uh you've gone into traditional industries and disrupted them quite a few times was there is there a system for deciding which industry is right for disruption when you look at the world and see what are the big problems you would like to solve uh do you have a system of how you see which problems to solve how do you look at the world yeah well on the business side of that um so i have a holding company called tulco very imaginatively named and part of that is literally every name ever is now taken registered and all that stuff um so we're a holding company what's a holding company so instead of being a fund that has money flowing in and out of it and you know there's what's called a vintage year i raise capital and i agree to invest that capital for so long and then i give it back to you which i sometimes creates artificial time pressures and things like that a holding company is more permanent capital so the idea was behind telco was to buy almost always whole companies or majority stakes with great management teams in spaces that did not traditionally have a lot of innovation and to have our labs group who were data scientists ai practitioners you know engineers machine learning etc and to be able to bring that wherewithal to that company so to provide them with the right capital and to provide them with access to technology that would be hard to individually recruit uh for that company so i would say that the thesis was to look for industries that were large enough that hadn't traditionally had access to that type of technology or innovation and to try to look for companies that not only uh looked that part but had management teams that embraced this and wanted to take that kind of journey yeah there is quite a few industries like that but that finding the industries and uh the management pair because like those industries often have a lot of old school folks who don't it takes quite a bit of work for them to leap into technology i work quite a bit with the autonomous vehicles and just the automotive industry depending on the company there's old school folks it's like detroit thinking versus like uh what do you call it i don't know california thinking well you have to i think you have to look at the nexus of two things there one is just plain old human behavior if i am uncomfortable and i this isn't a comfort zone for me and it's not something i have as a field of expertise i'm gonna shy away from that right especially if i'm successful and i feel good about myself and it's a big successful company or person or whatever it might be and the second thing is that especially if you're a public company and you're being weighed and measured every quarter you are rewarding the managers of that company to hit metrics and to be reliable and to say hey i'm counting quarter to quarter that you're going to deliver what you say it's difficult to say you know what everybody for the next two years i wouldn't count on our financial projections at all because we're going to reinvent what we're doing it's going to work in the work in the long run and you're going to see that this was a really smart investment five to seven years from now that's not the way capitalism is currently wired generally right and a lot of so again if you reward managers with yearly bonuses and stock options based and tied to stock price and all these other things you know and then ask them to go break stuff that that's that's hard i think so you're saying like uh so the uh the taco approach this the private investment is the best way or perhaps the only way to enable this kind of long-term innovation investment taking big risks and investing in innovation well look we certainly are not by any means the only one doing it i'm just saying that when you when you think about big companies the more successful you know that are in old line businesses and i hear people sort of talk about well why can't they just pivot they recognize they need to be in the technology business well because it's hard it's hard to steer a ship and turn it that big and especially if it's not part of your dna at that company so you know i i just think that what we tried to do is to enable management teams that know where they want to go and to be patient with capital and also again bring bring innovation um to bear that that they have access to uh but there's plenty of capital structures doing interesting things that's one of the things i love about our country this country innovates and this country invents things and i'm constantly in awe of of just the you know the human ability uh to to innovate and to iterate um you know i i get to hang around some universities uh including your old shop mit and it's like i'm still there yeah still still there still teaching they're still teaching but that place is like hogwarts i mean it's it's just uh it's inspiring yeah right and and certainly the the energy in silicon valley which now austin texas where we're sitting yeah uh has its own incredible ecosystem uh so that's that's one of the things i i love about america is the ability and that really is i think in the american dna to create things and invent things um and i i just i think that's invigorating and i think that's even bigger than capitalism sort of the machine of how capitalism works that's just human nature capitalism is just one of the ways to sort of uh make that human nature shine i suppose but it's it's like you mentioned mit you know there's a drive there to invent to innovate that's um that's so human that that human spirit to sort of build something new it's like that hopeful optimistic spirit especially in the engineering space like if you pay attention to the internet like twitter and all that kind of stuff intellectuals and so on there's a cynicism to when we talk about stuff but there's an optimism to when we do stuff and the the doing part when you actually build things especially like you care a lot about manufacturing too like you actually build physical products that um that's where we truly shine yeah no question about it and i and i you know i'm passionate about our country making stuff again right doing our own manufacturing uh and and making sure that we don't lose the ability not just to create things um intellectually and do the world's greatest blueprints but actually make things here actual factories yeah that's exactly right how how do we how do we do that how do we bring more manufacturing to the united states well there there's a company that i have a big personal investment in called rebuild uh with uh some folks that all went through the mit school years ago there's a good friend of mine named jeff wilke who used to be at amazon and we all felt the same way that you know america needed to make sure that it didn't lose its edge in that way so it's uh it's a company that invests in american high-tech manufacturing and i think the way that we do that is provide capital provide training to me this is also fertile ground for good sustainable high-paying jobs um and you know we have to we have to make it economically feasible to do that again here in this country uh and not to say to companies that again are being weighed and measured quarter by quarter hey this is three times as expensive to do it here but you should do it here we need to innovate and and we need to create processes and and companies and opportunity that balance that equation and i think as we saw during the pandemic you know i don't think in this day and age you can be an isolationist that that doesn't make any sense to me but being self-reliant and self-determinate and making sure that you are never in a position as a nation that we can't do basic things because we're relying on supply chain in other countries and whether it's you know uh we're not friends anymore or a natural disaster or a virus or something pops up i think those are costs of doing business that we have to put into the calculus of uh being able to make things here there's an extremely high cost to making supply chain resilient that we really have to consider and it's so if you really consider that cost it makes a lot of sense to invest especially long term in building up manufacturing in a way where like you're making most of the stuff in one place sort of uh bringing it all not all but as much in as possible and um building it almost like from scratch here in the united states i mean what i guess the your thought is with innovation uh it's possible to sort of revolutionize the way we do manufacturing so reduce the amount of supply chain stuff and like build stuff from scratch like do a high-tech manufacturing so like optimize all aspects of the manufacturing all that kind of stuff yeah and i think where technology is the most efficient uh is is the human machine interface right it's not let's automate everything and have nobody work anywhere i i for a long time that's neither feasible nor desirable but where we can enhance jobs and make that interface immensely productive with the right training and so forth i think that's a worthwhile endeavor and something that's going to be important to our country yeah i mean you're you know who you're talking to i love human robot interaction human machine interaction human ai interaction so what do you think is the role of robotics in this high-tech manufacturing sort of like industrial robots robotic arms all that kind of stuff um or even even more complicated kind of robots what do you think is the role of robotics what do you think is the role of ai in this manufacturing future you're thinking about well robotics to me is an extremely exciting field i don't have the same expertise that you do i have an adjacency but not the depth of knowledge um have never really delved deeply into it or made investments in it but i think what's exciting about it is everything from doing jobs that are very dangerous for humans um enhancing the human experience when you look at really repetitive labor things that you know it might take away a job but is it a good job for that that person is you know spending 30 years doing something highly repetitious is that is that a good experience in life so i think um and then when you think about everything from military applications uh you know rescue we're already seeing a bunch of those things and then just lastly when you talk about that human interaction with robots when you start to have the combination so you have some level of intelligence and interaction i mean that's why we always love the droids in star wars right i mean it's uh it it's it's exciting it captures the imagination um and i i think look many many hours and have been spent on debating artificial intelligence and the the ramifications if things go sideways and so forth um and i think those are all you know those are appropriate conversations to be having ai is happening uh i think it's actually happening slower than most people realize um because there are tasks that humans do every minute of every day standing up without losing your sense of balance i mean these are really hard things but i think there's enough investment both in private industry as well as nation states now on artificial intelligence that it is coming so both in the software space in the digital space and in the physical space so we talked about manufacturing so industrial robotics is very true that even in the factory even the tasks that you think are pretty um basic you know the amount of small intuitive decisions that humans make is quite incredible so we have to be kind of explicit about saying which tasks are actually really hard and humans are just really good at them and uh so on and on the flip side in the digital space was the social networks of recommender systems with all kinds of like personal assistants in terms of voice voice based ai systems all of that there's opportunities there to find niches where ai can really have a transformative effects i think one of the places that really haven't this is where like you're worried to say stupid things but i believe this very much that um when we have ai systems in the home currently you have somebody like alexa and google home and so on they're kind of very basic servants they tell you about the weather they can play some music they can turn the lights on and off all the kind of like smart home stuff i think there's a lot of value in systems that form relationships with us in the way that pets do dogs and cats i don't know just for people who have cats cats don't care about you they they really don't they don't form any kind of relationship i don't know why you have a relationship with them it's one way anyway sorry to throw some shade i'm just kidding by the way that's a basic kind of connection you have with another living being then there's also just friends you have you have different levels of friends acquaintances you have lifelong friends all that that that friendship you have i really believe that there is some aspect of the human experience that is deeply enriched by interacting with other beings and for systems computing systems artificial intelligence systems in our world to have the capability to engage in some of that i think is not just an opportunity to to to uh help people grow become better people but it's also just a good business opportunity too and that hasn't really been explored enough so that to me is really that's a whole exciting space that i think will enable better industrial industrial robotics it will it it will empower a better facebook a better social network a competitor to facebook that overthrows facebook so it'll it'll create better technologies that uh currently don't have that human robot interaction touch so i don't know that's super exciting to me but that that has to deal with the mess of human nature the the the reason that most robotics people and ai people stay away from humans they stay away from the human robot interaction problem it's because humans are complicated they're messy they're hard to control they're hard to predict stuff about they're hard to make sense of or like test repeatedly because one human can be drastically different from another human and so for to deal with that as the robotics problem is super hard and so one of the questions is uh which problems can you remove the human from consideration when you're trying to solve the problem so like elon musk is an example of somebody who believes autonomous driving we can remove the human from consideration we can solve autonomous driving as a robotics problem it's staying lane when there's a red light you stop at a red light you know if there is humans in the picture like pedestrians that's a ballistics problem it's just treat them as a moving object that has uh was with like 90 probability keeps moving in the way they were in the past few seconds with some smaller probability that might stop or turn like just do some basic models about them and you'll be able to do just fine so i i tend to believe that even driving has to consider the full messiness of humans the dance the game theoretic dance of chicken that we all do when we jaywalk we look at the car is that car that car doesn't that driver doesn't have the guts to murder me so i'm going to walk in front of it and not look at the car we do that kind of dance and ai systems need to be able to play the uh um uh do that kind of dance in telco there's the the labs so there's a data science component the ai component so how do they go into a company and help revolutionize that industry well there's different examples so one of our companies figs makes healthcare workwear started by these two brilliant women and you know early days helping to build the platform and recruit and make sure that the the everything that we did at the company uh embraced technology and at the same time they were obsessive about their customer which is you know doctors nurses healthcare workers who are putting it on the line every day and obsessive about their product and when you have those two things come together you know you you get the result that that uh that we did at figgs um we have a company called akasher which it's ai lab and base is down here in austin texas it was uh an insurance one of the largest insurance brokers in the world and uh you know we did a deal with them and sold some of our our insurance holdings that was completely ai driven and in that case you basically put the team inside the company right because it's it's a massive company with all and we've gone into all kinds of things um so it just depends on the different uh situations but the the biggest thing was just to make sure whatever the company needed uh they had access to the talent sometimes we'd build it sometimes we'd help recruit for it you know how thing in technology it's whatever works right there's there's no one way to do things um well echo sure is really dif uh is really interesting as an example so insurance is a fascinating space it sounds like very ripe still for disruption across the board so how do you it seems like a lot of the disruption has to do with like uh almost the first dumb step of we've been using mostly paper like it's not digitized you have to basically convert uh create a uh infrastructure in a framework where like everybody is using the same digital system like databases and just organize the data that it seems like that's a huge leap that basically can revolutionize major industries that still hasn't been done insurance is obviously the great example of that and one of the things that struck me uh the the founder ceo of actual is a guy named greg williams they're out of grand rapids michigan and as we were looking at expanding our footprint and insurance i met with a lot of insurance executives and they would talk about technology but greg uh truly understood the power of what would happen across actuarial sciences you know you know predictive analytics and and using machine learning to really run every aspect of your business and then automating a lot of the just the back office tedious steps and as you said one of the things that was great for us they already had um a data collection system and department so that so it was much easier to pivot um and you know i'm very excited about the future of that company it's uh you know they're doing some pretty innovative uh groundbreaking things and those are the things that i like doing right is that um yes i i want to make money just you know that that's what that is but at the same time what did you do with your time on earth right did you do anything to leave any kind of mark that you know you did anything interesting i i can only speak for myself there are many more ways to measure one's life and i can only speak about how i think about things um you know i grew up poor in upstate new york with a single mom and watched her work a couple jobs and you know had to from a young age you know shovel snow and mow lawns and do all kinds of things to help her picture make sure the lights weren't turned off uh in our little place and so that's just something that i've always been driven towards and um you know i just i have a really eclectic tastes and interests and um you know it's just it's just been an interesting journey so help be part of and help enable some cool new creations across the board like film music ai manufacturing just you know insurance all the specific uh industries that you disrupted yeah uh small tangent back to your childhood with your mom any uh memories kind of stand out stick with you as um as something that helped define who you are as a man yeah even though you know uh the university and college experience was not part of the the family tree um and we had no connections i didn't understand i didn't know what a trust fund was or prep school i didn't know what any of that was um but my mom from a young age would always say you know you're going to go to college there's no you know if you choose to and and i think from a young age that was just an expectation um that that i had and that she instilled and the work ethic i watched her and then my my grandmother was uh was a janitor a cleaning lady in a hospital for 50 years and then i i remember there were times of you know i'm probably 10 years old it's freezing cold out and if i don't go out and shovel six driveways we don't have enough money to pay the bill so i don't know i'm not a psychologist so i don't know how that manifests itself in my life today but i think the grit to say i'm not in the mood to do this i don't want to do this but that's the work that needs to be done and no excuses not i'm a victim and i'm going to sit around and talk about no it is what it is and you have to get done what you need to get done and again i think it's uh you can never fully put yourself in someone else's shoes or experience so i don't know what that is or feels like but for me though those were two i think formative things um that that were important in my childhood so that that's pretty the reality of life like that is pretty humbling you still you've been so exceptionally successful that it's easy to get soft now how do you get uh humbled these days by getting up you know you know i i think um for me personally trying to push the envelope and being weighed and measured right that's why i always love sports too there's a scoreboard and you know i'm a huge believer in opportunity meritocracy all those things that i i think are ideals that we want to uh aspire to and i think that um there's a lot of things i'm involved with right now that i just want to see if i can do it i want to see if you know if and and you know my own little mantra is cause the outcome right as much as you can and at the same time have the humility and not to have the hubris or arrogance to say i'm always going to cause the outcome because you'll get your ass kicked pretty quickly and and humbled the world in the universe is a big place with forces you know beyond uh but i think um you know i also think a lot about being intellectually honest which when i do
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