The Art of Exploration — Why We Seek New Challenges and Search Out the Unknown
Episode Stats
Summary
The human urge to explore has taken us to every corner of the planet, from the highest peaks, to the far-flung islands, to even the deepest dimensions of an idea. Our species has an innate drive to venture into the unknown. What s behind this need to explore?Is it genetic, cognitive, or something else entirely? Here to unpack this question is Lex Hutchinson, author of The Explorers Gene: Why we seek big challenges, new flavors, and the blank spots on the map.
Transcript
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brett mckay here and welcome to another edition of the art of manliness podcast
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the human urge to explore has taken us to every corner of the planet from the highest peaks the
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far-flung islands to even the deepest dimensions of an idea our species has an innate drive to
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venture into the unknown what's behind this need to explore is it genetic cognitive or something
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else entirely here to unpack this question is alex hutchinson author of the explorer's gene why we
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seek big challenges new flavors and the blank spots on the map today on the show alex shares the
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fascinating science behind exploratory tendencies from the dopamine driven explorer's gene that
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varies across populations to the universal cognitive frameworks that govern how we navigate
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both physical and mental landscapes he explains the delicate balance between exploring new
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possibilities and exploiting what we already know and why we sometimes find meaning in difficult
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challenges we also discuss why younger people explore more than older people do how this
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decline in exploration doesn't have to be an inevitability and how to keep exploring throughout
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your entire life after the show is over check out our show notes at awim.is slash explore
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all right alex hutchinson welcome back to the show thanks brett it's great to be back
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so uh you got a new book out called the explorers gene why we seek big challenges new flavors and the
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blank spots on the map i've known you and i'm sure a lot of our listeners know you as the endurance and
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running guy but something i didn't know about you is that you also enjoy backpacking but you like to
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backpack in really really remote places what's been the most remote trip you've been on that's a good
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question i and i should clarify that i'm not a real exploring guy i don't go like parasailing to the
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south pole or anything like that but i definitely like to go places where i can imagine that i'm a
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in the middle of nowhere i did a trip with my wife on the south coast of tasmania the whole southern
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part of tasmania is basically like empty and there's a route called the south coast track it was
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originally blazed like a hundred in early 1900s as a way for shipwrecked sailors because the ocean's
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really crazy down there and so people would sometimes wash up on the south shore of tasmania and then
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they'd have no way of getting back to civilization so there's a track that just basically follows the
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whole south coast of tasmania to get back to the the one road that leads down there so you drive down
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to the southeast corner then you take a little two-seater plane out to the southwest corner and
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land on a little patch of gravel and then you hike back for a week so that that was a trip where it was
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like yeah if something goes wrong you know there's no way of hiking out you need to be rescued basically
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and then some of these trips you've taken your kids on as well yeah i i don't know if if anyone
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from children's aid is listening to this podcast uh you know please press mute now so i don't get in
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trouble yeah we definitely dial it down for the kids but both my wife and i love we just love being out
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in the back country and so we we didn't want to just like turn that off for 10 years while our kids
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were young so we tried to find ways of having adventures that have become steadily frankly steadily a
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little more crazy as the kids have gotten older but at the very beginning i remember like when our
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youngest kids were still was still like i don't know six months old we did a camping trip for example
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where it was a 400 meter walk-in or 400 yard walk-in to camp and so 400 it's not a long way to travel but
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it's still enough that instead of camping you know where you're 10 feet from the next tent and 10 feet
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from the one after that we were just trying to find ways of feeling like we're in the forest and yeah
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we've started to push it a little farther we go on hiking trips and camping trips with them
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so how did your backpacking hobby get you thinking about what causes humans to explore
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yeah it's funny so for a while i was writing adventure travel articles for the new york times
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and so basically every time my my wife and i would go for a a crazy vacation i'd then write about it for
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the times and i started to notice a pattern like you know you don't want to write the same article
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over and over again but in every article i was like we're in you know whatever nepal or we're in
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papua new guinea or we're in australia and there's this beautiful hike that everyone does and so we
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decided not to do that hike we decided to go to this miserable place that's covered in leeches
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and is you know hard to get to and do this hard thing to get away from everybody and i started to
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wonder like what is it that's driving me like the reason people go to the popular places is because
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they're really nice why am i going to the less nice places just to get away from people because i'm not
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i'm generally like i actually quite like people i'm not like a people hater or anything like that
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but somehow on these trips i was really drawn to the idea of getting out into the unknown and i
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i didn't really know why i didn't know what i was looking for and i started to see connections with
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other parts of my life in you know whether it's career choices or ordering in a restaurant or whatever
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that i have this drive to find out to try the new thing to try the unknown thing and i wondered what
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that was all about yeah and you've you talk about this in your book you've kind of explored with your
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own career you started off as a physicist and then you moved to writing about outdoor adventures
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writing about sports science and i mean there's been this constant shift in your career yeah and
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and it was like i feel like everyone gets one mulligan right so i i started studying physics and i i
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went pretty far in that i did a phd and was working as a researcher and then when i was 28 i was like
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yeah this is this is not for me and i went back and did a journalism degree and became a journalist
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and so fine okay well it took me a while to find myself but then in my mid-40s i'd kind of gotten
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where i wanted to go as a journalist i was writing about topics that really interested me the science
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of endurance and i i had a book that came out in 2018 called endure which was really kind of bringing
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together all my reporting on the science of endurance and it did actually you know quite a
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bit better than i expected and so it set me up to kind of like okay my career set i can be the science
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of endurance guy for for the rest of my working days and kind of milk that and i should get to
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work on endure too and it all made sense except that i just the the the subtext was like it doesn't
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sound that fun to me i don't want to write endure too i want to do something different and and at this
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point i was like well you know i had a career swerve in my you know in my 20s going from physics to
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journalism but to do it again it's like oh hang on maybe i've got something wrong with my wiring that
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i just can't settle down and enjoy what i've worked hard to achieve and is this a good thing is this
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like helping me discover the world or does it mean that i'm going to be wandering around never actually
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finding that what i'm looking for so that kind of seeded the idea of the book oh let's talk about
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humans and exploration so humans we're everywhere on planet earth most animals they kind of like an
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area where they're at they might expand across a continent but then they don't go any further like
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humans are everywhere even in the most remote places where you wouldn't expect humans to be
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they're there are humans the only animals that explore or are there other animals that explore
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in the way that humans explore yeah there's a debate on this so on one end of the spectrum
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there's a view that humans are unique not not that they have like some trait that nobody else have
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but just in terms of the degree to which we explore that we're maybe the only species that
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even when things are good when we've got enough resources and enough space we're still pushing
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on to find somewhere else so you know you can imagine like how did we get from europe to asia
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well maybe there was a you know bad weather or a famine or it was crowded and people spread out but
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when you're looking at like how did we get to easter island it's like yeah nobody gets to easter island
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because it was a little too crowded where they were you only get to easter island by by being like
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i want to know what's over that horizon and i'm going to go sail in that direction and so to what
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extent are other animals like this you know i talked to some scientists who are like you know
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it's all the same like you know maple trees have spread pretty far across large swaths of the planet
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they're not exploring they just have seeds that blow in the wind and so i guess where i would come
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down on this is that humans are uniquely exploring but it's a matter of degree not that they have some
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a gene that nobody no other animal has well one thing you do in this chapter where you try to
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figure out if humans are unique in the way they explore is that you look at polynesians and how
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they spread and settled across islands of the pacific and i love this chapter because my family we went to
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hawaii for the first time last year and i remember there being there and thinking man this is kind of
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crazy like how did humans end up on these islands way out in the pacific so how could understanding how
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polynesians spread across thousands of miles in the pacific help us understand how humans explore
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yeah so in this debate that i was just talking about of like is there something different about
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humans water crossings become this crucial test of like okay you know a maple seed can blow in the wind
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cross a long distance but it's not crossing the ocean and so what size of water crossing tells you that
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it's not just someone drifted off but that they're like let's go see how far we can get
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and even getting to australia some people view that as the first concrete evidence of like modern
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humanity australia was separated even in ancient times when sea levels were different there was
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enough water crossings that someone had to have like technology and you know the kind of thinking
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ahead and planning and imagining what life might be like in a different place even to get to australia
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but if you move beyond australia then it's like okay once you get to polynesia the distances are so
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crazy that one could argue that you can only get there if you've got some desire to sail off into
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the unknown because it's not just like hey in the distance i see a dot there it's like no there's
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nothing there and you can take your boat and you can sail out three days and there's still nothing
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there and so then either you turn back to you because you need to fresh water whatever or you're like no
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we're going to stock up for a long voyage and we're going to keep going and there was a really
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famous academic debate in the 1950s and 60s and 70s between people who thought polynesians to get
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there they must have had this voyaging culture where they were they could figure out where they were
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going without the benefit of gps and they could sail long distances like more than 300 miles in their
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little slender you know catamarans built but you know they didn't necessarily have big trees on their
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islands so a lot of cases it's like little pieces of wood kind of sewn together and there was a strong
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view there's a guy named andrew sharp a historian who was like there is no way the only way they made
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it to these islands was by being blown off course or by being banished and most of them died but
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occasionally someone would make it to one of these islands and that that led to this famous voyage in
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the 1970s there was the polynesian voyage voyaging society they built a traditional boat and they're
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like we're going to sail from hawaii to tahiti which is like 900 miles or something like that
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we're going to do it with no technology we're not even bringing watches because being able to tell
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time is is that useful for for navigating we're going to navigate by the stars and we're going to
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prove that yeah it's possible to navigate using traditional knowledge and they they did it they made
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it that doesn't prove that that's what happened in the past but i think the general consensus based on
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uh sort of all the lines of evidence is that yeah it required deliberate exploration to go and settle
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these islands again to like you know to the extent of places like easter island where it's like no it
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wasn't just random chance that people ended up there so with human exploration there's intention
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behind it it's not just like a wolf who kind of happens to wander into new territory for humans
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it's like the moana lyrics see the line where the sky meets the sea it calls calls me yeah yeah
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exactly because lots of animals spread out and normally it's like yeah you're looking for food
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you know you don't see any here let's try over there oh over here's pretty nice maybe i'll actually
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make my den over here to set out on a water crossing it's like there's another concept that i came across
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in the book which is this idea of expanding the adjacent possible so if you look at patterns of
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how people discover new music on spotify or even how they write new articles on wikipedia most of the
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way people expand into new territory whether it's intellectual or physical is you take where you are
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and you take one step beyond the border of what you know you're expanding and so when you're expanding
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on land you can expand the adjacent possible but you can't get to to easter island by expanding the
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adjacent possible you have to stand there at the border of your island or your your your shore and
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imagine what might be completely out of sight and why it might be nice to get there what what you
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might get out of so it's a real imaginative leap and it requires like there's a lot of reasons not
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to get on a boat and sail out into the ocean not knowing where you're going or what lies over the
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horizon so there has to be some strong intrinsic drive that pulls you to take on this this seemingly
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crazy challenge well let's talk about that intrinsic drive so your book is called the explorer's gene
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is there a gene in humans that nudges people to explore yeah i will confess that the explorer's gene
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was maybe a slightly deliberately provocative title uh the editor picked that i you know i can't even
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blame the editor i i picked it but i was like let's let's stir the pot look no exploring isn't determined
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by one gene but there is definitely some some genetic underpinning and where i got the the the the name
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from is that there is one particular gene that's associated with one particular dopamine receptor the
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drd4 receptor which basically they're different variants and some people get a bigger kind of
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jolt out of discovering something new or experiencing something novel than others do and this the
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variant seems to have first appeared about 50 000 years ago which as it happens is roughly when our
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ancestors started really spreading out rapidly from from europe and asia and africa to the rest of the
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world you know moving out to crossing the bering strait and getting down into well polynesia and south
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america and all that so what's interesting is there's a study in 1999 so it was quite a while ago
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that asked if you look at populations around the world do they have different proportions of this
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so-called explorer's gene based on how far their ancestors migrated and the answer is yes it's a
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basically a linear relationship the farther a population moved the higher the proportion of this
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explorer's gene they have this dopamine receptor gene so at the southern tip of south america you've
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got a population groups that have you know 80 percent of the people have this explorer's gene whereas
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closer you know in europe you have some populations where it's like 20 or lower now the key thing that
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i want to the caveat that i have to throw in there you know right away is this doesn't mean that some
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people always want to explore and others never want to explore or that all south americans want to
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explore and no sardinians want to explore that's not what we what we need to take from this because we
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all have the same kind of reward circuitry dopamine circuitry that and it's complicated but that
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essentially is looking for surprises is looking for things that it didn't expect we all have that
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it's just that some people have a slightly bigger helping than others and over time that can lead to
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these changes we see in populations but we're all wired in so like i definitely you know as someone
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who's who spent the last five years writing a book about exploring i've had lots of conversations
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that go along the lines of like oh yeah exploring well if it's an exploring gene i definitely don't
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have it i don't like exploring and it's like no no that you may not like parasailing to the south
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pole but we're all drawn i think to novelty in some way whether it's listening to new music or finding
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you know books that you haven't read or ordering different things in the restaurant or whatever
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exploring doesn't just mean physical hardship but what it means is we're drawn to novelty all of us
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have that wiring that gene but some of us have variants that amp it up a little bit more yeah when
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you you know talked about how some populations have more of this gene than others it made me think i know
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this is reductive and i know this is not the point you're trying to make but it made me think about
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america like america is like this dynamic their people are constantly moving like what's going on
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there and there's probably a lot going on the environment and history but i do wonder if like
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sort of our immigrant past like the type of people who come to america they probably maybe i don't know
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maybe had some more of that dopamine gene and so maybe that contributes to a bit of sort of the
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national character of america i don't know yeah well there's some so people have tried to look
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for this and the the signal for the dopamine receptors is it's hard to see like these things
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are subtle but the piece of evidence that i found really fascinating is someone did a big analysis of
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the emigration records from scandinavia in the i can't remember the exact time like late 1800s early
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1900s where there was this huge like millions and millions of people went from countries like sweden and
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and settled in like minnesota and you know places like that so you look at the they looked at the
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ship records of who emigrated and and correlated them with their family so people who emigrated
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were more likely to have unusual first names than people who than families who stayed relative to the
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general population so and what they think is that having an unusual first name is kind of a marker of
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these people didn't want to just do the same old thing and follow the same old path these families
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were families where someone in the family valued novelty and trying something new and being different
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and being individual and those are the people who left scandinavia and came to the united states
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so you could say that might have informed the character of the united states and that i'm sure that
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was sort of replicated not just in scandinavia but in you know who chooses to leave and emigrate to
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the new world as it was then informs the country and then it may also have had an impact on the old
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country so one of the then that then sort of corollary theories is why do scandinavian countries have
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such strong social programs and a sort of collectivist mindset well the individualists all went to minnesota
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and the collectivists stayed behind it and so those two societies have kind of diverged and like you said
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that's reductivist and you know people and countries are complicated but it's interesting to think that
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there may be some kind of effect like that that's really interesting so nothing you do in this book
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besides looking at the genetics potential genetics that influence exploration as you get into
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cognitive science probability mathematics to help us figure out why we have this nudge to explore
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and you really brought to bear your experience as a physicist into this book i thought it was a lot of
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fun to help us figure out like mathematically why humans explore and one area you start exploring
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and talking about is this idea of predictive processing what is predictive processing and
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what role does it play in the human urge to explore yeah this was a fun little digression for me i actually
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didn't expect to get into that and then i discovered this this literature on it i was like oh this is
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super interesting it's relevant to exploring but it's also like a cool topic on its own so this was kind
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of news to me so i'll give some general background for listeners who may not have heard the term
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predictive processing because i think it's going to be something that people are going to hear a lot
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about in the next 10 years basically it's an idea that emerged about 20 years ago in neuroscience as
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a very small niche idea and has gradually kind of taken over the field to where i think it's fair to
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say it's probably becoming become or becoming the dominant view of how our brains work why they're
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wired the way they're wired and the basic idea is that our brains and everyone's brains that all living
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things the fundamental goal in order to stay alive is to be able to successfully predict what's going on in the
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world around you so that you're not just like sitting there looking around and seeing what's happening
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around you your brain is always predicting and then basically what your senses are doing is just checking
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whether your predictions are right and having good predictions is a good way of staying alive because you
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know what's what's happening you're not going to get surprised so this creates a philosophical
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problem which is that if our brains are fundamentally wired all we want to do is be able to predict
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exactly what's going to happen next then what it suggests is we should hate exploring we should
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in fact want to just go into the closet turn off the lights and shut the door and stay there because
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then we're going to know exactly what's happening next at all times which is nothing in the sort of
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philosophy and cognitive science world this is called the dark room problem why don't we just all want
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to lock ourselves in dark rooms and there's been a lot of debate about this for about a decade but i think
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where the current thinking is is it's like you need to think about prediction about learning knowing
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about the world not just in the sense of can you predict what's happening exactly right now or two
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seconds from now you want to know what's going to happen in the future you want to be able to predict
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well in advance what things are happening and to do that you need to understand how the world works and
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so you need to learn as much as you can about the world so this idea of having a predictive brain
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then ends up suggesting that we should be wired to seek out the thing the areas that we know the least
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about that when we see a closed door or you know a road leading over the horizon or around a corner
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we want to know what's around that corner because if we don't then something might jump out from around
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that corner and come and chase us so predictive processing ends up creating this argument that we
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are wired to pursue uncertainty to pursue what we don't know not because we love uncertainty itself
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because it gives us the opportunity to reduce that uncertainty and so the kick we get from
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exploring is the feeling of finding an area that where we didn't know how things were going to turn
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or know what was going to happen and then having the satisfaction of reducing that uncertainty
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okay so we explore and we see uncertainty so that we can be more certain in a way it's right it's kind
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of like why do we like sugar well we like sugar because ultimately it gave us something good which
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was calories and similarly we don't like uncertainty because we like not knowing what's going to
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happen we like uncertainty because we like learning what's going to happen we like the result of
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pursuing that uncertainty and then you bring this idea of the want curved i spell pronounce that with
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w w-u-n-d-t yeah i've been debating how i should be i like should i put on the full dramatic
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it's a vunt curve the vunt is very important it's named for a uh i should not do accents it's named for a
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19th century wilhelm wunt who was the first to kind of look at this idea but let's call it the
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one curve so i'll anticipate your question i'll jump in and say what the one curve is yeah basically
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it's like a bell curve so it's an upside down u that's saying there's a relationship between how
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complex or how novel or how unexpected or how complicated something is and how much we like it
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and if it's not complex at all or not unexpected we find it boring but at the other end of the spectrum
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if it's really complicated and really unexpected we find it scary and incomprehensible but there's
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a sweet spot in the middle where it's there's enough uncertainty that it's interesting and we
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feel like we can learn something about the world but it's not so uncertain that we can't actually
00:22:52.720
make sense of it so there's this sweet spot of uncertainty which is really a moving target it's
00:22:57.680
different between people it's different over time your one curve will shift i mean i think a good
00:23:03.400
example of that is musical tastes you don't like music that's just like mary had a little lamb after
00:23:08.380
after you know after you've heard it a billion times because it's too simple you might not like
00:23:12.540
you know atonal 20th century classical music because it's like i can't figure out what the
00:23:16.740
heck's going on there's a sweet spot in the middle of intermediate complexity but that changes if you spend
00:23:21.660
a lot of time listening to music you'll generally start to like more and more complex and dissonant
00:23:26.600
than unexpected music and conversely like if my life is really stressed out and i'm you know i've
00:23:32.060
got lots of uncertainty in in my professional or my family life i want to listen to like some simple
00:23:36.500
music that i know really well that i listened to a lot when i was 18 or whatever i want to go back
00:23:40.340
and so my one curve has shifted just based on what's going on in my life and i imagine dopamine
00:23:44.780
is interacting with this kind of shifting the vunt curve so when it's like completely boring there's
00:23:50.300
no dopamine and then when it's just chaotic you just can't even make sense of it so you don't have
00:23:54.280
any dopamine release but then that sweet spot it's like yeah you need to hit this more because
00:23:59.120
you're getting some good dopamine here yeah well and one way the dopamine turns out to be super
00:24:03.520
complicated i was hoping that there'd be a simple dopamine story so i can once and for all say here's
00:24:07.840
what dopamine does but one of the ways of understanding dopamine is that it's effectively a marker of
00:24:12.360
prediction error so it's not that you get a hit of dopamine when something is good you get a hit of
00:24:18.140
dopamine when something is better than expected so that's why you know the first time you take a drug
00:24:22.820
let's say you get this feeling that's good and you're like that was way better than i expected
00:24:26.280
i need to do this again the 10th time you take the drug you're like that was exactly what i expected
00:24:30.580
based on the last nine times i took it so you don't get a hit of dopamine and that's why you have to
00:24:34.240
then increase the dose you know your vunt curve has changed i guess you have to increase the dose to
00:24:39.080
make it better than expected so what this vunt curve is telling us is you're looking for ways of
00:24:44.700
finding prediction error that you can then resolve so that you can get that hit of dopamine
00:24:48.880
because something was different or better than expected we're gonna take a quick break for your
00:24:53.480
word from our sponsors and now back to the show okay so let's kind of summarize what we've talked
00:25:00.640
about one reason why humans might explore or have this urge to explore there's a gene potentially that
00:25:06.660
plays a role in that kind of nudging some people more than others to explore but then also cognitively
00:25:12.020
all of us are wired to look for new things so that we can figure out the world in a way that's
00:25:19.120
what the whole predictive processing thing is then you also talk about this idea that's been floating
00:25:23.040
around in cognitive psychology that's popping up more and more it's the explore versus exploit
00:25:28.900
framework what is the explore versus exploit framework yeah so we've been talking all about
00:25:34.440
exploring and how great exploring is and i started writing out this writing this book and figuring
00:25:38.100
that the subtitle might be like you know why we should all explore more and that kind of thing
00:25:43.300
and one of the sort of nuances that i eventually realized is actually you know exploring isn't the
00:25:48.420
only option exploiting can be a good option too so exploiting is this is set up as a classic choice
00:25:54.140
and exploiting is basically staying on the path you're on you taking advantage of the knowledge you
00:25:59.480
already have to pursue where you kind of know what the outcome is going to be exploring something is
00:26:05.580
getting off the beaten path where you don't know what the outcome is going to be and the classic
00:26:09.280
example of this is that it's often used to explain it is you're at a restaurant it's a familiar
00:26:14.060
restaurant you've been to many times you know that you like the hamburger quite a bit and you always
00:26:19.580
order the hamburger and then you see the server walking by with the meatloaf or with the special or
00:26:24.180
something like that and you're like oh wait i know i like the hamburger i know it's pretty good
00:26:28.340
i've never tried that it might be better but it might be worse and so do you want to take the chance and
00:26:34.680
you know we all wrestle with this right and then you you order the meatloaf and then it turns out
00:26:38.360
to suck and you're the person you're with ordered the burger and you're like i can't believe i ordered
00:26:41.900
the thing that i that i didn't know was going to be good when i could have ordered something i knew
00:26:46.320
was going to be good so it turns out that exploring and exploiting are both useful and trying to figure
00:26:51.260
out when you should do one and when you should do the other is a super super complicated challenge
00:26:56.600
well yeah this problem pops up in big issues too like you had the explore exploit problem when you're
00:27:01.500
deciding after you wrote indoors like all right i set myself up as the endurance guy i can write
00:27:06.120
about the science of endurance and fitness and i can have a great life that's the exploit like you
00:27:10.520
found something you could exploit but then you started feeling like what am i missing out on is
00:27:15.940
there something that would actually be better if i did something different and leaving more of a sure
00:27:21.620
good thing to try something else that was a risk it's like that whole a bird in the hand is worth
00:27:26.800
two in the bush type thing that's kind of the explorer versus exploit problem right there absolutely
00:27:32.300
yeah the explorer exploit terminology was actually it came from a 1991 paper by a guy named james march
00:27:39.060
who was a stanford university management prof and he was writing about it in a corporate context
00:27:43.140
how do companies decide when to like spend money on r&d trying to develop something radically new
00:27:49.440
versus why don't we just spend that money marketing our current product line you know we've got some
00:27:54.020
good stuff let's exploit what we've already done and so so it's you know it's a corporate context it's
00:27:59.980
a societal context like how much of our resources do we want to devote to like blue sky research and
00:28:05.920
development that we don't know is going to pay off in any tangible way and james march's argument was
00:28:11.660
fundamentally that because when you exploit you know what's going to you're going to get and you get
00:28:16.980
feedback pretty quickly like you find out yeah yeah you know i spent more money on marketing hey look
00:28:21.540
sales went up whereas when you explore you know i gave money to r&d and three years later we still
00:28:26.000
have no idea whether it's going to work out there's a big chance of failure it might we might get
00:28:29.620
nothing that we tend to systematically under invest in exploration because the feedback loop is is so
00:28:36.940
much less direct even though when you look over time the return on exploration you know in the
00:28:43.280
corporate context or in the ordering food from a restaurant context the return is actually positive
00:28:48.680
but it's still hard to take that leap because you're you're giving up the the bird in the hand
00:28:53.680
so when humans are trying to make this decision of whether to explore or exploit so imagine there's a
00:28:59.340
guy midlife he's got a solid career house and he's like man i'm feeling the is this all there is
00:29:06.040
but i don't want to leave i don't want to you know jump careers because that that's going to take a
00:29:09.720
long time how do we make that decision whether to explore or exploit like what goes on inside of
00:29:14.160
our head okay that's it yeah i thought you're going to ask like what what should the right
00:29:18.440
decision be and i was going to say i don't know i don't want to get in trouble for the guy leaving
00:29:21.460
his career what's going on inside our head is actually a really interesting it's it's a deep
00:29:26.980
and interesting question and one that cognitive scientists have been spending a lot of time
00:29:30.120
working on in the last like let's say seven or eight years there's been a ton of work so i guess
00:29:35.180
the thing to start with is that and you know you mentioned the math trying to salt quote unquote
00:29:39.560
solve the explore exploit dilemma even when you restrict it with very specific conditions so that
00:29:44.240
it's the kind of thing you can solve in a lab it is mathematically super super hard for decades
00:29:48.780
scientists were working on this and then in the 70s someone finally came up with a solution called
00:29:52.680
the gittins index but it only works under very specific solutions circumstances and the math involved
00:29:58.120
is just insane so it's like that's not what's going on in our heads we're not doing the gittins index
00:30:02.580
instead we have sort of shortcuts that try and help us figure out what we should do and you can
00:30:08.360
dig into the math behind them and it turns out that we actually do a pretty good job in most cases
00:30:13.860
of coming up with good rough and ready solutions and one example that i think is a good illustration
00:30:19.640
is well okay let me give two examples one is that there's two ways of exploring one is that you can
00:30:25.880
pursue the thing you know the least about so when you're choosing options exploring is like well
00:30:31.480
i know a lot about that i know a little bit about that i know nothing about that let's do the thing i
00:30:35.720
know nothing about because i have the most to learn about that the other way you can explore is you can
00:30:40.380
just basically flip a coin you can say i'm gonna do what's called random exploration it's like well
00:30:45.820
in order to avoid biasing myself by always going with what i know i'm just gonna make all decisions
00:30:50.320
randomly you know there's been some funny experiments where people have tried to live their life that way
00:30:55.280
it's like i'm gonna draw a random number every time i have to make a decision and that's another way of
00:31:00.200
making sure that you don't get stuck in a rut and so these things happen in our brain and you can
00:31:06.360
put people in like decision making lab studies and dial up and change the parameters so that it's more
00:31:14.340
advantageous to use random exploration or more exploration to use uncertainty directed exploration
00:31:19.920
or more advantageous to not explore and people do respond and so like random exploration for example
00:31:24.860
you can see the variability in the nerve signals in the brain goes up so you just put basically you're
00:31:31.660
putting noise in the circuit and your brain is deciding okay well we're gonna follow the usual
00:31:36.240
instructions but we're gonna add some random noise as i send this signal so that sometimes i'm gonna get
00:31:40.920
the opposite answer of what i thought i was gonna get and that's gonna make sure i keep exploring so
00:31:45.060
so there's really subtle sort of neuroscience that goes on that influences these decisions no yeah it is
00:31:51.180
really interesting you go deep into it it's completely fascinating but i think you're right
00:31:54.420
humans just kind of use heuristics and i think most people like i've noticed in my life i use that
00:31:58.800
sort of uncertainty directed heuristic to decide whether to explore and exploit and something i've
00:32:03.580
noticed too that i'll do is i'll do both at the same time or try to do both at the same time you
00:32:08.340
know i've noticed that with my career you know with the art of manliness i started off just as a
00:32:12.460
website where we just published articles and then 2009 like podcasting kind of came up and i'm like oh
00:32:19.200
that's interesting i'll try that but i kept writing articles because i knew that was a good thing
00:32:24.220
i was exploiting it so i started exploring the podcast and then that worked out this is great
00:32:29.420
i'm gonna exploit that and then you know i tried video explored that for a bit didn't like it so i
00:32:34.380
stopped i just didn't do that anymore so i think that's one thing that humans do is like they'll try
00:32:38.480
to explore and exploit at the same time yeah and i think that you relate this back to the want curb a
00:32:43.920
little bit of a sweet spot but it's like if you're always exploring and i use the example of music too
00:32:50.380
like okay most of us become less exploratory in our musical taste as time goes on and so you might
00:32:56.980
say well you know you're 28 and you've got all the songs you need so you don't you're not going out
00:33:01.960
there looking for new music you might say well you're missing out on something you should still
00:33:05.720
be listening to new stuff exploring new stuff and that's great but if you were to push it to the
00:33:10.720
extreme and say i'm going to always explore everything essentially means i'm never going to listen to
00:33:14.540
the same song twice i'm going to just seek new music and once i've heard it it's dead to me i need to
00:33:19.620
explore something new and that's obviously you can that's obviously an absurd example but it makes
00:33:24.100
no sense like one of the reasons to seek out new music is to find things you'd like and then to
00:33:28.240
enjoy it to exploit it to sit back and listen to this music you've discovered that you like
00:33:31.920
and so i think career-wise or more generally making these decisions if you don't have a mix of
00:33:36.660
exploring and exploiting it's clear that you're you're you know you don't want to be on either end of
00:33:40.900
the extreme both for the point of view of satisfaction but also like risk and safety and like career-wise
00:33:48.360
that you know i i definitely identify with what you're saying with the art of manuals in terms of
00:33:51.980
how i've managed my career i've taken some big risks but i've generally tried to cover my risks
00:33:56.800
so that the downside is not too serious something you explore too is that you explore about exploring
00:34:03.980
is kids young people are more likely to explore than adults why is that well it's it's a smart decision
00:34:12.040
in a lot of ways so i mean you can think of it mathematically you can also think of it just
00:34:15.920
logically that the more time you have in front of you the greater the time you have to enjoy
00:34:22.720
whatever or benefit from whatever you discover through your exploration there's a a scientist
00:34:27.940
at the university of california berkeley uh alison gopnick who's proposed this theory or this idea
00:34:32.960
that childhood really is basically designed as a solution to the explore exploit dilemma that the
00:34:39.280
reason humans have an unusually long childhood even compared to like apes and the reason is it's a
00:34:45.420
good solution that you learn as much as possible about the world when you still have lots of time
00:34:49.860
to enjoy whatever you learn and as time goes on you take advantage of what you learn and you start
00:34:54.100
exploiting more and more to the logical end point that you know in theory the day before you die you
00:34:59.600
should not be exploring at all because there's no benefit but well let's talk about that that's kind
00:35:04.540
of depressing as you get older it's like well there's no no benefit to exploring what do you think about
00:35:10.100
that i mean it sounds like you're not for that that we should keep exploring i hate that idea i
00:35:14.980
hate that idea yeah but i also like look i i respect the math so yeah mathematically it makes sense right
00:35:21.280
it does make sense rationally but i just i don't i don't like that yeah i hate it now and i asked
00:35:26.560
pretty much every scientist i spoke to i asked about this and they had various answers i think most
00:35:31.920
people agreed that it's like it is logical that you explore less as you get older that i mean for one
00:35:37.460
thing when one of them said there's quotes like you can't regrow your expectations about the world
00:35:41.320
when you're older you know stuff so it's like for my kids you know when they were young it's like oh
00:35:46.480
we're going to go tobogganing for the first time this is going to be an active exploration it's going
00:35:49.780
to be so much fun they don't know what it's like to slide down a hill it's like i already know what it's
00:35:53.800
like toboggan i still like tobogganing but it's no longer exploratory for me and i can't invent
00:35:58.060
new sports every day like i already know stuff so there is a logical progression but the trend or the
00:36:05.280
the sort of natural progression of exploring less may not match up well with modern life and so like
00:36:12.060
one of the scientists said if you're 60 years old you know a million years ago when you're 60 years
00:36:17.200
old it may have been like yeah dude just kind of you know where the the tubers are you keep digging
00:36:22.480
those tubers and and just try and stay alive for the longer don't explore anymore now if you're 60
00:36:27.020
years old there's a good chance you're going to live you know 20 25 30 years and so how depressing
00:36:32.300
is that if you're like well i'm not going to make any new memories i'm just going to kind of coast
00:36:35.260
along on fumes so there's that argument that we live longer so you want to keep exploring longer
00:36:40.100
than you might otherwise assume and there's the other thing which is that we can describe the reasons
00:36:45.300
for exploring in two ways one is that it leads to good things it's how we learn about the world
00:36:51.080
the other is that it feels good and those two things are linked the reason it feels good is that
00:36:56.380
evolutionarily it led to good things it was good for us but now we're in this this world where
00:37:01.380
it's just like you know sugar told us where calories were but sometimes even if i don't need
00:37:05.880
calories i like to eat dessert because it tastes good and you know i'm 49 now i hope that when i'm
00:37:12.400
75 or or 80 or whatever i still will enjoy the feeling of discovering something new of of the frisson
00:37:19.040
of uncertainty of not knowing how something's going to turn out instead of just doing the same things
00:37:23.120
over and over again okay so this is an inspiration to even if you're 40 50 60 keep doing new things
00:37:30.520
you don't you don't go crazy you don't like just upend your life maybe i mean that's what you want
00:37:34.980
to do that's how you scratch your itch and it's like you can minimize the downside but yeah keep
00:37:39.280
trying new things there is a benefit to it even though rationally it doesn't make sense yeah so a
00:37:44.380
good example is a few years ago i took up rock climbing and i've been a runner all my life and i'm
00:37:48.700
you know pat myself on the back here i'm a very good runner and so in terms of like a recognition from
00:37:53.700
other people or even self-actualization of like doing something good running is the no-brainer for me i can go
00:37:59.240
and feel good about myself i have a terrible rock climber i just suck at it but there is something
00:38:04.300
amazing about because when i took it up it had been a long time since i'd done something that was
00:38:09.440
just totally new and that i sucked at and it's not that i enjoy sucking at things but i enjoy
00:38:15.060
look i realized that i was kind of missing this feeling of learning something new of like every day
00:38:20.940
is a journey of you know of not that i'm making tons of progress but i make little bits of progress
00:38:26.480
and i don't know how it's going to turn out i'm not an expert in this area and so yeah i would
00:38:30.860
absolutely say that you don't have to go to the north pole or whatever you don't have to you know
00:38:35.360
take up wingsuit flying or anything like that but you should have something in your life that's new
00:38:40.560
and different that's different than you were doing a decade ago where you have the prospect of of
00:38:45.260
learning that that that is it's good for your brain on a neuroscientific level but it's also just
00:38:49.780
the cool feeling it's good for the soul let's talk about how we explore landscapes you go into this so
00:38:54.820
how does our brain explore physical landscapes yeah so this is a really neat area of science and and i
00:39:03.180
think a lot of people are familiar with the idea of cognitive maps that there's an area in our brain
00:39:07.820
in the hippocampus that maps areas that we're familiar with in an actual like a completely literal sense
00:39:14.240
you get to know a neighborhood then there will be one neuron that fires whenever you're at that
00:39:18.180
particular intersection and another neuron that fires when you're at a different intersection or halfway
00:39:22.800
down the street these are called place cells and in addition to place cells we have like boundary
00:39:27.020
cells and direction cells and stuff so we literally have like this gps in our hippocampus
00:39:33.080
and you know there's famous study from about 25 years ago where they studied london taxi drivers who
00:39:38.660
have to basically memorize the streets of london in order to get their license and found that their
00:39:42.500
hippocampuses are enlarged that this is a quote-unquote muscle that you know enlarges with use
00:39:48.360
so we can find our way around the world by wandering around gradually mapping the world
00:39:54.680
and recording it in our hippocampus we can also get around by just memorizing basically a series of
00:40:00.640
stimulus response directions i want to get to the library i go two blocks that way until i see the
00:40:06.660
gas station then i turn left and go up the hill until i see the the church and then i turn right or
00:40:11.240
whatever that's called stimulus response navigation and it's generally faster and easier and more
00:40:17.140
efficient than this cognitive mapping approach and and we all use both right like there's there's
00:40:22.840
context when one is better than the other but the general trend in the modern world is that we need
00:40:28.680
cognitive mapping less and less even if no one has given us directions we have our phones with gps
00:40:34.000
and turn-by-turn directions we don't have to know anything about where we're going we just have to press
00:40:38.680
a button and when it says turn right we say turn right we turn right when it says jump we say how high
00:40:43.280
and it's just removing the need to actually know where we are or to form a cognitive map yeah so gps
00:40:50.360
uses that stimulus response navigation yeah certainly the turn-by-turn directions it's pure stimulus
00:40:57.780
response a key distinction is like if i know how to get from point a to point b and i know how to get
00:41:04.900
from point b to point c if i'm following stimulus response it's just a series of turns then i have no
00:41:10.400
idea how to take a shortcut from a to c like to get to c i have to go first to b because i know the
00:41:15.240
directions to b and then b to c follow those directions if i have a cognitive map i know where
00:41:20.280
everything is relative to each other so i can say oh i can just cut straight across here to get to c
00:41:25.220
because i understand where these things are because i have a map in my head what does the research say
00:41:30.740
that this reliance on turn-by-turn directions using gps what is that doing to our ability to
00:41:36.780
create cognitive maps this is a small area of research but the researchers i spoke to
00:41:42.660
are worried about it because like everything the brain responds to how we use it stimulus response
00:41:48.500
navigation is mostly dependent on an area of the brain called the caudate nucleus instead of the
00:41:54.280
hippocampus so the more you use stimulus response navigation the more you use your caudate nucleus the
00:41:59.780
bigger it gets in fact and the less you use your hippocampus the smaller it gets smaller hippocampus
00:42:04.640
is a risk factor for a whole bunch of pretty unpleasant things things like alzheimer's and
00:42:10.680
ptsd you know cognitive decline and so there are some researchers who are like yeah you should really
00:42:17.380
be wary of turn-by-turn directions on your gps of being overly reliant and not actually taking the
00:42:23.040
time to look around to explore to be lost occasionally and i don't want to be like again i don't want to
00:42:28.760
over hype the findings but i will say i try to avoid using turn-by-turn directions on my phone
00:42:33.780
or in my car you know i will look up where i'm going i'll try to figure out where i'm going and
00:42:38.760
then i'll just turn it off until if i'm not sure where to go i'll turn them back on so that's that's
00:42:43.720
my reading my reading of the evidence is such that i'm trying to be more conscious of wandering through
00:42:49.040
my surroundings and knowing where i am even if that means occasionally getting lost well it's something
00:42:53.520
else that some researchers have speculated is that our reliance on gps not only has affected our ability
00:43:00.700
to navigate the physical world but it also might be affecting how we explore navigate abstract ideas
00:43:08.060
in our head yeah so this was a really cool thing that i didn't realize until i started researching
00:43:14.580
this which is that the hippocampus that's idea of a cognitive map i thought of it purely in terms of
00:43:19.860
physical landscapes but it turns out there's there's a growing amount of evidence that we map
00:43:24.540
ideas and people and social relationships we also map those in the hippocampus in a very similar like
00:43:30.260
sort of map so that you can think of like two ideas that are close to each other or farther apart and you
00:43:38.420
can have shortcuts between ideas and you can expand the area around those ideas so or people for example
00:43:44.820
there is a study that shows that we tend to map people in the hippocampus based on how well we know
00:43:50.700
them and what sort of interactions we have with them so that's like a two-dimensional map of like
00:43:54.900
i know this person really well and they're a jerk i know this person not very well but they seem nice
00:43:59.500
or whatever and so the hippocampus is important so on the one hand what this suggests is that
00:44:04.940
even if we use gps navigation we're not going to stop using our hippocampus because we use it for lots of other
00:44:09.620
things so we shouldn't overstate the dangers of gps but on the other hand it suggests that if
00:44:14.820
if we do allow our hippocampus to become less if we use it less and it atrophies to some extent
00:44:21.960
if we're compromising our hippocampus it might be not just that we're having more trouble finding our
00:44:27.860
way around but also that we're having more trouble mapping ideas together seeing how things connect
00:44:32.480
keeping track of people okay so maybe the takeaway there use gps less try to navigate by dead reckoning
00:44:39.600
every now and then perhaps i also i kind of inspired me like i thought about because you talk about this in
00:44:44.620
the book doing orienteering maybe that's something you do to exercise your hippocampus take an
00:44:49.040
orienteering course there we go because there's a little bit of research coming out on orienteering
00:44:53.340
where it's like because these are races where you run but you have to navigate with a compass and it's
00:44:57.820
like whatever you're doing for your brain you get a supercharged effect because the physical exercise
00:45:02.780
is flooding your brain with things like bdnf which which helps enhance the growth of neurons or the
00:45:09.320
connections between neurons so you're you're getting a double whammy of the exercise plus the
00:45:13.320
cognitive effect but yeah just to amend or to follow up on that point i'd say yeah like gps is
00:45:19.460
is an easy example and so i use gps turn by turn by directions as a thing that is an example of the
00:45:25.460
way we're moving towards stimulus response but i think it's not just the one specific technology
00:45:30.780
it's more the idea of of always optimizing efficiency of always prioritizing getting to the destination
00:45:37.360
rather than seeing where you're going so i think that the big picture advice is like
00:45:42.200
be present look around know where you are like so i'm looking out my window right now as we speak and
00:45:48.320
it's like i should know what's there i should know you know what kinds of trees are there and which
00:45:52.860
direction the river is and and stuff like that i should be aware of my surroundings i'm willing to
00:45:57.240
get lost occasionally willing to take a wrong turn because that will force you to pay your attention
00:46:02.620
to to start forming cognitive maps so yeah it's it's about being present as much as avoiding your
00:46:08.500
gps yeah this goes back to predictive processing you want to make errors because it'll help you in the
00:46:13.240
long run that's right yeah otherwise you're just living at the bottom of the one curve where there's
00:46:18.740
no uncertainty and no prediction error so exploring it feels good but it can also be uncomfortable and
00:46:24.520
frustrating like your explorations might lead to failure setbacks disaster sometimes you know
00:46:30.180
it's not exploration there's no risk of failure but we still explore despite knowing that oh my gosh
00:46:36.800
like things could end up poorly like what's going on there like why do we do this thing that can
00:46:41.440
make us feel bad but we still enjoy doing it yeah this was one of those kind of eureka moments for me
00:46:47.640
when i stumbled across some research in psychology about something called the effort paradox
00:46:52.300
this is from michael inslicht that's right we had him on the podcast yeah we had him on the podcast
00:46:57.400
yeah there we go so i refer listeners then to hear michael himself uh explain this but we actually we
00:47:03.640
talked about uh willpower okay he debunks willpower but we talked a little bit about the effort paradox so
00:47:08.880
yeah flesh this out a little bit more because we didn't get much into that yeah so the idea is that
00:47:13.400
there are things that we value not in spite of the fact that they're hard but because they're hard and
00:47:20.020
so this is a kind of mental shift because you know i've been talking about how wonderful exploring
00:47:24.880
feels and like we do it because it's you know self-actualizing and blah blah blah and then it's
00:47:30.320
like you you actually get out and take a risk and do something whether it's you know career-wise or or
00:47:35.040
climbing a mountain or whatever and it's like actually this is really hard and i'm scared and it could
00:47:39.520
all go very wrong and so there's a tendency to assume that we're willing to put up with the challenge
00:47:44.840
in order to get to the destination but what michael inslicht and his colleagues essentially argue is
00:47:51.880
that that's that's not actually a satisfying explanation of why we're willing to do hard
00:47:55.920
things we really seem to actually like the hardness of it in some way you know we're eating spicy foods
00:48:02.840
and we're climbing mountains and we're buying furniture from ikea there's some hilarious research on
00:48:08.360
something called the ikea effect which is if you buy a piece of furniture from ikea and you you know spend all
00:48:14.240
this time trying to sort out the stupid pictographic instructions and find all the mismatched screws
00:48:19.000
you put it together if you then are want to sell it you will ask for a higher price than you would
00:48:24.160
have if you had bought the exact same furniture pre-assembled because you value it more because
00:48:29.340
you had to struggle with it and it's you know it's same with like you may start running because you
00:48:34.240
want to get fit but if you're running your fourth marathon there's something more there you're
00:48:38.360
pursuing something different you know if you keep hitting yourself on the on the finger with the
00:48:42.340
hammer you're doing it because on some level you like it and uh so why why do we like it there's a
00:48:47.880
whole bunch of theories that probably all have some grain of truth but i think the big one that
00:48:53.800
encompasses them all is that we tend to find things that are hard meaningful and we have we have trouble
00:49:00.760
defining what it means to say that something is meaningful like why is life what something you do
00:49:04.900
meaningful i don't know i don't know how to explain it but this thing is meaningful and that one's not
00:49:08.320
and it tends to be we find taking on challenges meaningful and that leads to a feel of enough
00:49:15.400
satisfaction and a feeling of wanting to do it again okay so if you experience some difficulty
00:49:19.580
some discomfort in your exploration like lean into it because it might you might find meaning in it but
00:49:25.360
then also you don't want to be stupid about this you know it might be hard and it's your brain's
00:49:30.580
trying to tell you like hey you need to stop doing this because this is not working
00:49:32.940
yeah and that's a subtle distinction and and i i don't have a a simple heuristic to to know which
00:49:39.320
is which it's like with running you know there's two conflicting pieces of advice which is that
00:49:43.780
you're going to have aches and pains and you need to run through them because otherwise you'll never
00:49:46.840
run but you need to rec and you know running's gonna be uncomfortable you need to recognize when
00:49:50.260
you have like a shin splint or a stress fracture coming and you need to be able to distinguish
00:49:54.360
between those two and to some extent you just kind of have to get out there and explore if you
00:49:59.400
figure out which one is which but yeah something that is challenging the the feeling of challenge
00:50:07.140
or difficulty or struggle it's just like you know if you're playing on a soccer team and the soccer
00:50:13.520
team wins 10 nothing that's much less interesting and rewarding than it is than if you win four to
00:50:19.080
three and so it's great to have things that challenge you if it's just defeating you if it's not great to
00:50:26.000
lose 10 nothing losing 10 nothing is challenging but that's on the far end of the one curve and so
00:50:31.120
don't go out there and just take your beating as a masochist but if it's hard don't view that as a
00:50:36.780
disqualifying factor right away so you've been researching and writing about you know exploration
00:50:41.260
for the past five years like what's your explore more playbook for people like what would you recommend
00:50:46.560
people listening to this episode do this week to start exploring a little bit more in their lives
00:50:51.460
yeah so i mean first of all i would say exploiting is good too it's balanced and that's one of the
00:50:57.000
things i came away from the book with which is that it's not about always mindlessly exploring more
00:51:01.800
it's about making sure that you're finding a role for both exploring exploiting in your life
00:51:05.340
so one of the big insights for me was and we talked earlier about my sort of backpacking addiction and
00:51:12.240
really trying to get into these crazy places and after spending a lot of time thinking about
00:51:17.660
exploration and marinating and all this research i really came to the realization that i still love
00:51:22.260
those places but fundamentally what i'm pursuing this feeling of of discovering something that's new
00:51:27.320
to me does not require that i go to the ends of the earth that there are ways of exploring in my own
00:51:34.200
neighborhood there's a way there are ways of exploring intellectually but also even physically like
00:51:37.840
i live in a city of four million in toronto there's a river a block from my house so in the course of
00:51:43.840
writing this book i bought a kayak and i bought a couple actually so i can go with my kids and we go
00:51:49.200
down and float on the river and it's like whoa i've actually lived in this neighborhood most of my
00:51:53.260
life and i know that river really well but i've never you know i've never seen it from the water and
00:51:57.400
there's places i can go there's a marsh near there just you know half a mile down the river from
00:52:02.600
from where i live you can't access it from land so until i'd gone on the water i'd never been there
00:52:06.680
and then you go in there and there's like turtles and deer and stuff it's like wow you know i'm in a
00:52:11.520
city of four million but i'm having that feeling of discovering something new so i think in terms
00:52:17.200
of practical advice it depends on the person but what i would say is there should be something going
00:52:22.000
on in your life something you're doing something you're pursuing whether it's a hobby or at work or
00:52:26.620
in your personal life where you don't know how it's going to turn out where you don't know what
00:52:30.600
the outcome is where it's not all mapped out and maybe even makes you a little bit scared not in a
00:52:36.260
like crap your pants way but in a like i'm nervous about this so that that would be my big call to
00:52:41.820
action i love it well alex it's been a great conversation where can people go to learn more
00:52:45.040
about the book in your work probably simplest place is my website which is alexhutchinson.net
00:52:50.720
i could not get .com unfortunately some kid in new jersey got it but uh yeah alexhutchinson.net
00:52:56.520
i've got links there to the book but also to various stuff i've written and stuff like that social
00:53:01.120
media fantastic well alex hutchinson thanks for your time it's been a pleasure
00:53:06.260
my guest here is alex hutchinson he's the author of the book the explorer's gene it's available on
00:53:10.620
amazon.com and bookstores everywhere you can find more information about his work at his website
00:53:14.380
alexhutchinson.net also check out our show notes at aom.is slash explorer where you find links to
00:53:21.320
well that wraps up another edition of the aom podcast make sure to check out our website at
00:53:32.600
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00:53:54.080
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