Episode Transcript
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treat cure, or prevent any disease.
0:34
In case you don't remember nineteen
0:36
ninety eight or in case you weren't around yet,
0:38
that was the year President Bill Clinton
0:41
claimed he did not
0:43
have sexual relations with
0:45
that woman, miss Lewinsky.
0:48
It was the year Google officially
0:50
became a
0:50
company. In
0:51
nineteen ninety eight, the founders of Google set
0:54
up workspace in a garage in Monroe
0:56
Park, California and became incorporated. It
0:59
was the year of the Good Friday Agreement
1:01
which brought peace to Northern Ireland.
1:03
After a generation of bloodshed and
1:06
decades of division and criminal,
1:08
George Mitchell ushered in what the
1:10
whole island hopes will be a new era
1:12
of peace.
1:13
Also, in nineteen ninety eight,
1:16
If you were anywhere near a radio, you
1:18
would have heard this song. Song
1:34
is flagpole sita by Seattle
1:36
band called Harvey Danger. There
1:44
was a long period of my life where I had to sing that song
1:47
like four or five times a day. Sean
1:49
Nelson was the lead singer in Harvey Danger.
1:52
Their song was everywhere.
1:55
We went to see a Cubs
1:57
game when we were in Chicago at one point.
1:59
They played
2:01
the song during the Seventh inning stretch
2:04
and then said, ladies and gentlemen, the members
2:06
of the band are here like we stood up at Wrigley
2:08
Fields. I don't know that we got much of a
2:10
novation. It wasn't our idea,
2:12
but it was like that. Like a lot
2:14
of hit songs, this one endured.
2:17
It was played in the nineteen ninety nine movie
2:19
American Pie, which self was a huge
2:21
hit. It was used as the theme song
2:23
of the long running British TV comedy
2:26
Peep Show. In twenty fifteen,
2:28
A video surfaced on tabloid website,
2:31
TMZ, showing the American
2:33
whistleblower Edward Snowden at
2:35
home in Russia making dinner with
2:37
his girlfriend and guess what
2:39
song was playing in the background.
2:41
Yep.
2:46
I mean, the idea of such
2:49
a notorious big
2:51
year as Snowden listening
2:54
to that song a at
2:55
b while in exile and
2:58
also see like that was
3:00
twenty fifteen did you say? So that's
3:02
like seventeen
3:05
years after it was a hit. As it turned
3:07
out, flagpolesada was the band's
3:10
only hit. They made three
3:12
albums before they broke up. The hit
3:14
came from the first one. In a Rolling
3:16
Stone reader poll, flagpole Sitted
3:18
was ranked one of the top ten one
3:20
hit wonders of the nineteen nineties. Today,
3:23
on
3:23
Freakonomics Radio, what's it like to
3:25
be the one hit wonder? The
3:27
day before you have a hit, it doesn't sound
3:29
so bad. The day you have a hit,
3:32
you're like, well, I guess it'll just be that way. And the
3:34
day after you have a
3:34
hit, you're like, I don't want this to be my
3:36
whole life. We'll invest to get the
3:38
science of creativity. Creativity
3:41
is extremely difficult to predict. We'll
3:43
hear from researchers who have studied
3:46
one hit wonders Once
3:48
artists reach that first
3:49
hit, then the time for creativity
3:51
is over. And we'll hear from
3:53
some creators who have read that
3:56
research
3:56
Yeah. I hated that paper. I
3:59
mean, it would hit me where it hurts, you know.
4:02
Our culture tends to ridicule OneHit
4:05
wonders. Should we be celebrating
4:07
them instead? This
4:20
is Freakonomics Radio, the podcast
4:22
that explores the hidden side of
4:24
everything. With your host,
4:26
Steven Dubner. Did
4:35
you make a New Year's resolution this year?
4:38
Most people do. Did your
4:40
resolution have to do with being more
4:42
creative Maybe you are an artist
4:44
some
4:44
kind. Maybe you wanna be more creative
4:46
at work or in the kitchen
4:48
at home.
4:49
But here's the thing about creativity.
4:52
It's not well understood.
4:54
Marcus Bear is a professor of organizational
4:57
behavior at the Olin Business School at
4:59
Washington University. And what
5:01
is organizational behavior? It's
5:03
the study of the human condition in
5:05
organizations. Bayer grew
5:07
up in Germany and went to college there.
5:09
He didn't plan to wind up in
5:11
a business school. He was on a different
5:14
path, a more creative path, you
5:16
might say. I was initially interested in
5:18
clinical psychology and especially
5:19
parapsychology, but that didn't
5:22
work out at all. Okay.
5:23
And what is parapsychology?
5:25
I was actually studying for a while
5:28
an experiment which would test
5:30
whether or not people can transmit information
5:33
in an extra sensory manner.
5:35
Most of us know this phenomenon as
5:37
telepathy, and my colleague
5:39
didn't believe in the
5:40
effect. I have to say no offense. I'm kind of
5:42
with the colleague. Well,
5:45
the person who we're working with was a
5:47
Dutch physicist, and he believed
5:49
that if we do not believe in the effect, it
5:51
would not occur, so he fired my colleague.
5:54
And the entire department turned on me,
5:57
which I found very, very odd
5:59
just because I was affiliated with an
6:01
experiment that ended up not being
6:03
run, not because we did anything wrong, just
6:05
because we were skeptical of the
6:07
effect. So I have to say you're an esteemed
6:09
professor at a great
6:10
university, WashU. I know
6:13
you've consulted and taught at
6:15
big institutions and government
6:17
agencies in the US, NASA, at
6:20
the Office of Naval Intelligence, and so
6:22
on. I'm very impressed that you're willing
6:24
to share the fact that you were drummed out of
6:26
psychology because you were a believer in para
6:27
psychology. If these institutions
6:30
like NASA know this about you, do you think
6:32
that's a negative, a positive, neutral, I
6:34
think most of them don't know that about
6:36
me. Wow. They used to not
6:38
know. I'm interested in
6:40
interesting phenomena. So I was not
6:42
very strategic when I chose
6:43
this. I used to love the X
6:46
files. I'm not sure if you were a fan of
6:48
I wasn't, but I know enough to know that it was an
6:50
interesting show. It was an interesting show,
6:52
and so I thought this is a phenomenal opportunity
6:54
to explore a phenomenon about
6:57
which I don't really know very much. But
6:59
I spent a good year investigating
7:01
or preparing for the examination
7:03
of this phenomenon. And then being let
7:05
go is, of course, a huge setback.
7:08
After that huge setback, Bayer
7:10
moved into a different branch of psychology
7:13
called industrial organization or
7:15
IO Psychology. When I
7:17
made this transition to IO
7:19
Psychology, the person I
7:21
talked to, his name is Michael Fraser. He
7:23
described the phenomenon that he
7:25
had observed is that firms often struggle
7:27
when they innovate, when they adopt
7:29
innovation, they don't get it right, they
7:31
backfire, and So
7:34
he was like, why is this happening? That was the
7:36
research question. And that focus
7:38
on innovation then led
7:40
me to examine
7:41
creativity, which is the beginning
7:44
of a journey that culminates in
7:46
an innovation typically. And
7:49
just like that, Marcus Bayer
7:52
left the paranormal behind. His
7:54
story is familiar in a
7:56
way. When you're trying to do something
7:59
novel, it's easy to get
8:01
knocked off the path. Whether it's in academia
8:03
or the business world to spread anywhere.
8:06
Mainstream society does not offer
8:08
much encouragement for novelty
8:11
or creativity. So bear
8:13
wound up studying creativity
8:16
in a business
8:16
school. And what has he learned?
8:19
Creativity is extremely difficult to
8:21
predict. Even if you look at
8:23
successful authors, successful scientists,
8:26
their careers are somewhat clumpy. And
8:28
no one really knows whether or not
8:30
you reach a peak and whether or not you reach another
8:32
peak, oftentimes you have only one
8:34
peak A few years ago, we did
8:36
a series on creativity, and we spoke with
8:38
all sorts of artists and innovators,
8:41
but also scholars of creativity.
8:43
OneHit of them being the Harvard
8:45
psychologist, Teresa Amobole, used
8:47
kind of a giant in the 530. She
8:50
defined creativity as
8:53
novelty that works.
8:55
And I'm just curious what
8:56
you think of that definition and
8:59
or how you might define create
9:00
activity. I agree with it. I think
9:03
there is one word perhaps missing it's
9:05
that it potentially works.
9:07
It's really hard to know what
9:09
works. Yeah. And I think one
9:11
easy way to kill things is by saying while
9:13
it doesn't work while it doesn't
9:15
work just yet. So doing
9:17
something novel and then demanding
9:19
that that thing works right away in a
9:21
way that others can comprehend is
9:23
really difficult. So we have to
9:25
be a little bit more generous in
9:27
the standards that we apply to
9:29
novel ideas. Okay.
9:32
So here is a novel research idea
9:35
that Marcus Bayer and a co author
9:37
worked on. My co author,
9:39
Doug Deichmann, is an Amsterdam
9:41
and he lived above a cookbook
9:43
store. And he said there was a warm
9:45
glow at night when he would come home
9:47
because people were gathering
9:50
around in the store, cooking, it's
9:52
rainy and Amsterdam. He's coming home on his
9:54
bike. He thought I wanna be part of
9:56
that world. And he pitched to me the idea
9:58
of studying the extent to
10:00
which people essentially can sustain their
10:02
creativity. In this case, meaning does
10:04
a first time cookbook author write a second
10:06
book? And what would help us understand
10:08
that. They wound up writing a paper that
10:10
was published in twenty twenty two in the
10:12
Journal of Applied Psychology. It's
10:15
called a recipe for
10:17
success, question mark, sustaining
10:19
creativity among first time
10:21
creative producers. This is the paper
10:23
I read that made me wanna make
10:25
this episode about OneHit wonders.
10:28
Bear and DISHMAN looked at first
10:30
time cookbook authors to see how many of
10:32
them published a second book within
10:34
five years. They found that only
10:36
half of the first time authors did
10:38
that. What made a first time
10:40
author more likely to publish
10:42
again? You might
10:44
expect it would be the authors whose first books
10:46
were successful. They would have
10:48
more encouragement and incentive
10:50
to publish a follow-up book, but
10:52
that's not what showed up in the data.
10:54
It was the successful authors
10:56
who were more likely to not publish
10:59
a second book. Now, why would
11:01
that be? Bayer and
11:03
DISHMAN identified two factors. How
11:05
a novel is your first book? And
11:07
do you win an award for it? Why
11:10
would novelty and awards matter
11:12
so
11:12
much? Here is Bear's
11:14
theory. When you do creative work,
11:17
you start to think of yourself as a
11:19
creative individual. When you win
11:21
an award for that work, that
11:23
identity becomes very powerful
11:25
and salient. So you think of yourself
11:27
differently and other people think of yourself
11:29
differently. And when you make a
11:31
decision whether or not to continue that
11:33
journey to produce creative work again,
11:36
start thinking what are the potential
11:38
consequences? And one of the consequences,
11:40
while this could erode, this
11:42
identity that I had just built and
11:44
I wanna protect it perhaps because the
11:46
risk might be too great. Can I really replicate
11:49
the success? And people may not have the
11:51
tools? And so what they do is they
11:52
stop. Can you let's talk a little bit more
11:55
about the your explanation is
11:57
that these cookbook authors win
11:59
an award and then
12:01
their self identity changes, and
12:03
maybe their outside identity changes
12:05
as well. But can you talk as a
12:07
psychologist, what's actually going on there
12:09
because I would think that
12:11
for some people at least, this
12:14
new identity, if the identity indeed
12:16
does change, is actually a positive
12:18
and you'd want to embrace
12:19
it. So why does that not
12:22
happen necessarily? It's a function media
12:24
of the novelty of the first work
12:26
and whether or not you want an award for
12:28
it. So you're absolutely right. Among
12:30
individuals whose work
12:32
is conventional. Let's say it's
12:34
a collection of recipes. That you
12:36
just have assembled for the first
12:38
time. Those authors who win
12:40
an award go on to publish a
12:42
second book almost hundred percent of the time.
12:45
It's when you did something more novel
12:47
where you see yourself as a creative
12:49
individual, you say that's rare. Not
12:51
everyone can do what I do. The
12:53
problem is many people don't know what they
12:55
did in order to get there. There's
12:57
a little bit of luck in there and maybe a
12:59
little bit of magic too. Right?
13:01
Yes. There are skills people can
13:03
develop that are perhaps
13:05
universally usable or applicable
13:07
when it comes to being creative, but I don't think many
13:09
people have that much insight And
13:11
so they stumbled upon something to
13:13
some extent got
13:13
lucky. And then they really don't know how
13:16
to replicate it.
13:18
I think people understand that there is a risk
13:21
to screwing it up in very simple
13:23
terms. Plus, there's an attraction to
13:25
going out on top, I guess. Right? Why
13:27
you're hot? Exactly. You tell a joke,
13:29
everybody laughs, the best thing to do, just
13:31
leave the room. So
13:34
the bare diceman argument is that
13:36
among cookbook authors, one hit
13:38
wonders produce only one hit
13:40
because they are essentially
13:42
afraid to try again. That's
13:44
the theory at least. Let's bring
13:46
this theory to an actual cookbook
13:49
author whose first book was both
13:51
extremely novel and
13:53
massively successful.
13:54
Wrote a book called Salt Fat Asset Heat. That
13:57
took me a very long time to write.
13:59
That is Sumeen
14:00
Nossrat. I'm a writer and a
14:02
cook, and a
14:05
person. That
14:06
answered one of my questions. The person
14:09
part I knew, I was curious which
14:11
order you think of yourself in, writer,
14:12
cook, So is that the order? Is that just the way
14:15
you happen to describe it today?
14:16
No. I definitely think of myself as writer
14:19
first. There is a good chance you're
14:21
already familiar with Sami Nhasrat?
14:23
Salt fat, acid heat, published in
14:25
twenty seventeen, sold more than a
14:27
million copies in the US alone,
14:29
and it was turned into a popular Netflix
14:31
series starring, Nasrat.
14:33
The book was plainly
14:35
marketed as a cookbook, but she doesn't think
14:37
of it that
14:37
way.
14:38
But I had no choice. Because there's not, like, next
14:40
to the cookbooks, not a cookbook section. What
14:42
would
14:42
that section be called?
14:44
On cookbook.
14:47
Salt fat, acid heat is
14:49
about cooking, but it's also about
14:51
nocrat herself, and the
14:53
history of
14:53
cooking, and a lot more.
14:55
I
14:55
had the idea for that book sometime around
14:58
nineteen ninety nine or two thousand.
14:59
So just another seventeen or
15:02
eighteen year overnight success story. Yeah,
15:04
totally. And it's not to say I spent all of those
15:06
years writing it. The idea, the
15:08
germination of the idea to the publishing of
15:10
the
15:10
book. That's how long it took. The active writing,
15:13
I think, was about three and a half
15:15
years maybe. The project began when
15:17
she was a young kitchen intern at
15:19
Shea Peenice, the landmark restaurant
15:21
in
15:21
Berkeley, California founded by Alice
15:23
Waters. I'd been given this list
15:25
of thirty important books in
15:27
the history of Shape and Ease to
15:29
familiarize myself with and cook from
15:31
in my free time these
15:33
concepts were not ever explicitly
15:36
explained in those books, whereas every
15:38
single day in the kitchen, these were the
15:40
things that we were orienting
15:42
ourselves around.
15:44
Salt fat acid heat was
15:47
Nasrat's first book certainly
15:49
fit the definition of knob one
15:51
of two factors you will remember
15:53
that Marcus Bayer says,
15:55
may lead a first time cookbook
15:57
author to not publish again.
15:59
You remember the second factor? The
16:01
book had to win an award. That
16:04
certainly applied to salt fat,
16:06
acid heat, a James Beard
16:08
award, no less. But
16:10
Nasrat is working on a second
16:12
book. It's just taking a
16:14
while. So
16:17
On your website, it says, we all know.
16:19
I am a painfully slow writer. So
16:23
please do not write to
16:25
ask me when the book is coming. So
16:27
on behalf of all your readers and
16:29
fans, of which I am one, I loved your first
16:31
book. So on behalf everyone. I'll be
16:33
the obnoxious one. Uh-huh. When
16:35
is the book coming? I
16:36
actually I don't really know.
16:40
You know,
16:40
it was I think originally supposed to come
16:42
out this year, and then COVID
16:45
happened, and then just like a lot of stuff
16:46
has happened. How do you spend your
16:49
days at the moment? Well,
16:50
right now, I spend most of my days crying.
16:53
I
16:54
might need you to explain exactly what you're crying
16:56
about. I mean, Are
16:58
there a lot of reasons? There are
17:00
multiple reasons. Part of it is my
17:03
general creative malaise. And
17:05
part of it is I recently went
17:07
through a big family trauma. My father
17:09
passed away. And those things I think
17:11
in a lot of ways are relayed But
17:13
in theory, the way I should be
17:15
spending my time
17:18
is working on
17:20
a book. And since that book is a cookbook,
17:22
It's partly testing recipes
17:24
and thinking about food and how I
17:26
cook it and how people at home
17:28
might cook
17:29
it. And
17:31
then writing about
17:32
that. Coming up after
17:35
the break, Nasrat takes a look at the
17:37
paper by the creativity scholars
17:39
about first time cookbook
17:40
authors. I'm
17:41
just like, oh, you don't understand
17:44
creativity. I'm Steven Dubner. This
17:46
is Freakonomics Radio. We'll be
17:48
right back. Frickin'omics
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Okay. Let's rehearse what we know. creativity
19:43
scholar Marcus Bayer co authored a
19:45
paper which found that writing a
19:47
particularly novel cookbook and
19:49
getting recognized for it makes
19:52
authors less likely to produce
19:54
a second book within five
19:56
years. In a way, he is pointing to standing
19:58
phenomenon we're all familiar with, the
20:00
sophomore slump. That's based on the
20:02
idea that second year students get
20:05
lazy or complacent with their
20:07
academic work. Bear
20:09
argues that the sophomore slump
20:11
applies just as much if not more
20:13
when it comes to creative The
20:15
most significant point in his research
20:17
is that certain conditions will lead
20:19
first time creators to stop
20:21
producing work altogether. The
20:23
theory being that a second project could
20:25
pose a threat to their new creative
20:28
identity. Bear and his
20:30
coauthor reached this conclusion in part by
20:32
interviewing first time QuickBooks
20:34
authors, they ask these authors to choose
20:36
between developing a new idea for
20:38
a second book or continuing
20:40
to promote their first
20:41
book. We gave him choices
20:43
in an experimental setting and said, do
20:45
you wanna come up with a second idea? Or do
20:47
you rather wanna build on what you did? You
20:49
want to design a way of
20:52
exploiting your success.
20:54
And to the extent that people say it
20:56
feels threatening to me,
20:58
to think about doing this again
21:01
and not knowing exactly what the outcome will
21:02
be. Those people end up
21:05
not choosing that option developing
21:07
a second idea. Wouldn't it make sense that someone who
21:09
creates something novel and it's successful?
21:12
And then as the option
21:14
to either as you put it build
21:16
on what they've done, exploit that
21:19
success versus trying to come
21:21
up with another novel idea
21:23
to me it makes a lot of sense to want to
21:25
build on and exploit that success
21:28
because successes are
21:30
inherently anomalous. Right? Most
21:33
things fail. So if I've been lucky enough to come up with something
21:35
that succeeds, of course, Marcus, I don't want
21:37
to go back to the drawing board and try to come up with
21:39
another purely novel idea.
21:41
If I wrote chicken soup for the soul, and
21:44
it sells five million copies. Now I wanna
21:46
write chicken soup for the automobile, chicken soup
21:48
for the fountain
21:49
pen, chicken soup for the computer console,
21:51
doesn't that make a certain amount of sense
21:53
as opposed to the theory of
21:55
shirking from the newfound creative identity?
21:58
It does. And you're absolutely right. One
22:00
of the first papers written in a journal
22:02
called organization science was about this
22:05
tension between what is called
22:07
exploitation and exploration. So once we
22:09
explored or you have invested resources
22:11
into developing novel
22:13
ideas, you wanna exploit that. It's
22:15
rational. And many authors will make
22:17
such a
22:18
decision. And that's why we have so many
22:21
sequels.
22:21
Yeah. But they are clearly diminishing
22:24
returns to those efforts
22:26
eventually. And I
22:28
think our authors because there is
22:30
no real incentive for them oftentimes
22:32
to continue that journey because it's
22:34
a labor of love. Most
22:37
cookbooks don't sell very well. Very
22:39
few cookbook authors have advances
22:41
or then subsequently get
22:43
contracts. So you really can hone in on what the
22:45
individual would do almost in the absence of
22:47
any other factors. So if you
22:49
have a successful first one,
22:52
tend to write a second. Make sense
22:54
above and beyond that effect.
22:56
However, if your book was novel and you won
22:58
an award for it, you become much more
23:00
concerned about continuing. That
23:03
at least is what bears research
23:06
paper says. Yeah.
23:07
I hated that paper. I
23:10
found a really insulting. That
23:12
again is Sami Nossrat, the
23:15
author of salt, fat, acid
23:17
heat. I mean,
23:17
it's just like hit me where it hurts,
23:20
you know.
23:20
On the other hand, it's motivation to prove
23:23
them wrong.
23:23
Totally. Totally. I was like, whatever. No.
23:26
But it's not a new
23:28
phenomenon. You know, like, that's not something
23:30
I think anyone is
23:32
shocked by Meaning, this notion
23:34
of a sophomore slump kind of thing, you
23:36
spend all your life working toward an
23:38
idea, and then it works. Totally, and I
23:40
think many authors I know struggle
23:43
with that, and especially the people who
23:45
have the first big success. There
23:47
are some people in my life who are the cautionary tales,
23:50
who are still, like, eighteen
23:52
years later working on the
23:55
second book. And I'm
23:56
like, don't be like that. Like, I
23:58
totally know about that,
24:00
and I knew about that. You didn't
24:02
need this paper. I didn't need this paper. I
24:04
knew about that. Before sulfide as if he
24:06
came out. I knew that that was a
24:09
thing that could happen to me, especially because
24:11
I'm already a procrastinator and
24:13
a perfectionist. And so I
24:15
knew that that was something that I had to
24:17
be
24:17
very, very, very careful about.
24:19
And that's not to say that it's something
24:22
that has not plagued to
24:24
me? So to me,
24:26
what they're saying is that, oh, all of a
24:28
sudden that you've had a success you
24:30
are now perceived by others as
24:32
something that you may not have perceived yourself
24:34
as. And therefore, you're
24:36
worried that if the next thing you
24:38
do is not as well received
24:40
or perceived as a creative triumph,
24:42
then you're an imposter. And
24:44
so the only sensible thing to
24:46
do is quit. And just run away
24:49
and hide. My sense is
24:51
that was not the case with
24:52
you. Like, I get it. And that's
24:54
not to say that I don't have those, like, totally
24:57
neurotic worries. Of course, I
24:59
do. But the part of me that wakes up
25:01
and is like, oh, I gotta make
25:03
this thing. Oh, I gotta try that thing.
25:05
I'm a generator. You know, I'm a
25:07
generative person. I'm a creative person. I
25:09
wanna make stuff and share it with the world. And
25:11
I think Ultimately, the thing that I produce will
25:13
be more authentic and
25:15
more beautiful and
25:17
more truly me and what I need
25:19
to make creativity is
25:21
a complicated and
25:23
ineffable thing. And it's not like I've been
25:25
sitting around doing nothing. I've been making other
25:27
stuff. And all that stuff I think
25:29
will show up in this.
25:30
Here is some
25:33
of the other stuff Nasrat
25:35
has been making. A children's cooking
25:38
show hosted by Michelle Obama,
25:40
a podcast called home cooking.
25:43
And for a while, she wrote a monthly food
25:45
column for The New York Times magazine. That's
25:47
just time. Time time time time. One
25:49
way in which this paper, I
25:51
believe, could apply to you
25:53
in some ways, is that a
25:55
success like yours especially, which is really
25:58
large, does create this almost
26:00
impossibly elevated expectation
26:02
for what's next. So
26:05
not only was your first book very, very
26:07
successful, but you personally are
26:09
just beloved. People
26:11
love you. Mhmm. So if we know anything
26:13
from history, very few people
26:16
go their entire lives being
26:18
only beloved, unfortunately.
26:20
Totally. And with
26:22
a success like yours, matching
26:24
or exceeding or even getting in the neighborhood
26:26
is not necessarily
26:28
so easy. I don't mean to jinx or put a
26:31
negative component on this, but No.
26:33
Trust
26:33
me. You're not saying anything that has an urge
26:35
to trust me. But I
26:37
don't sense that your creative identity is
26:40
so fragile that you won't produce
26:42
another book. But I could
26:45
imagine that one can think oneself into
26:47
that sort of trouble. Yes. Absolutely.
26:49
That's entirely a thing
26:52
that happens. Something
26:54
I think about and sort of lament
26:56
privately to myself all the time is that
26:58
I'm the product and I think
27:00
that increasingly when
27:02
you're an author. And
27:04
certainly, a cookbook author, you
27:06
become the product in a way
27:08
that I think wasn't true
27:09
twenty, thirty, sixty, eighty, two
27:12
hundred years ago? Because
27:12
of the nature of how media and exposure
27:15
work. Yeah. And when you go to the
27:17
store right now, there's so many
27:19
cookbooks where the person's
27:21
face is on the
27:21
cover. Yours is not. I've
27:24
ensured that. You know how I ensured that
27:26
by having an illustrated
27:27
cookbook. I totally
27:30
understand that I am the subject of people's
27:32
parent social relationship. You're saying you
27:34
understand that because you felt that way about people
27:36
before. Because I that with other
27:38
people on TV and the Internet too, like who I adore
27:41
and love even though I've never met them. So I
27:43
totally understand what it is to feel that way
27:45
about somebody you've never met.
27:48
And I don't fault people or blame them
27:50
or anything. And also, it's
27:52
really hard to be that
27:55
person. It takes an emotional drain and it's just
27:57
another part of the
27:59
psychological challenge and
28:01
also probably isn't for my
28:03
friends who are
28:04
novelists. Or write science
28:06
books or something. Because they're not
28:08
the product. Exactly. Okay.
28:13
But let's be honest. You
28:15
could imagine after you have managed to
28:17
produce some kind of hit in a
28:19
creative field that you are
28:22
afraid. Afraid that the next
28:24
thing you make won't be as
28:26
beloved as the last
28:28
one, afraid that you will be
28:30
a one hit wonder. Afraid that
28:33
you'll be the answer to a trivia
28:35
question. One hit wonders for a
28:37
thousand, Alex. This
28:39
Seattle Pop Band had its and only
28:41
hit in nineteen ninety eight with
28:43
flag Bolcida.
28:44
Imagine if you told a
28:47
joke at a party when you
28:49
were twenty. And then
28:51
every party you ever went to for the rest
28:53
of your
28:53
life, the only thing anyone wanted to
28:56
hear you say and the only reason you were
28:58
invited is because they want you to tell that
29:00
joke again. It's not quite as
29:02
funny. It's not quite as surrealing,
29:04
but there are way worse things and
29:06
you feel like a total fool for
29:08
complaining. It's just a particular little
29:11
sting in the
29:13
tail. That again is Sean
29:15
Nelson from Harvey Danger.
29:17
The frustrating thing, of
29:18
course, is that still the
29:21
success of it is so outsized compared
29:23
to anything else I have
29:26
ever done or even really tried to
29:28
do. And Nelson has done a lot.
29:30
He's a journalist and an author,
29:33
screenwriter and an actor, and he's still
29:35
making music. An album of
29:37
Harry Nielsen songs for instance sung
29:39
by Nelson backed by a full
29:41
orchestra. But after
29:43
all that, he is still best known for singing a song
29:45
he co wrote when he was twenty
29:46
two. The feeling that the lyrics to flak
29:49
will set up were etched on my
29:51
tombstone the day it was
29:53
written. That's the thing that I have a
29:55
hard time escaping. If
29:57
I'm anything in anyone's mind, it's
29:59
always going to be as the singer of that song
30:01
and then, oh yeah, he did some other stuff
30:03
too. But in a way that may be better
30:05
than I've never heard of this
30:06
person, why should I care?
30:08
Alfred, Lord Tenison famously argued that it is
30:10
better to have loved and lost than
30:12
never to have loved at all. So
30:15
Is it better to be known as a one
30:17
hit wonder than to have never had a
30:19
hit at all? We may think
30:22
of the one hit wonder as a
30:24
failure, but it's the kind of failure creative
30:26
people would kill for because you
30:28
know who likes to ridicule one
30:30
hit wonders? People who have
30:32
had zero hits. The
30:35
odds are very long against
30:37
any creative work being a
30:39
hit such that if it is a hit
30:41
that should be celebrated as a giant
30:44
accomplishment. That is Justin Berg.
30:47
Like Marcus Bayer, he
30:49
studies innovation and teaches organizational
30:51
behavior at a business
30:52
school. In Berg's case, It's Stanford.
30:54
So
30:55
many of our favorite songs are what we think
30:57
of as one hit wonders. They're
30:59
great creative acts. I just think the
31:01
term one hit wonder should be a
31:04
positive because no hit wonder is
31:06
much worse and much, much, much more
31:08
common. Berg isn't just saying this,
31:10
he knows it empirically. He
31:12
recently published a paper called
31:14
OneHit wonders versus hit makers,
31:17
sustaining success in
31:19
creative industries. Because pop
31:21
music is a much bigger field
31:23
than cookbook writing, Berg had a
31:25
lot more data to work with. The
31:27
final data set is
31:29
pretty comprehensive. It
31:31
captures virtually the entire history of pop
31:33
music from nineteen fifty nine to twenty ten.
31:36
It includes data on over
31:38
three million songs by about seventy
31:40
thousand artists that took us about
31:42
three years total to build
31:45
a lot of data on music
31:48
exists, but for the
31:50
purpose of having a
31:52
comprehensive data set capturing the
31:54
entire songcat logs of,
31:56
like, we wanted every artist ever have a hit
31:58
and then every artist ever be signed by a
32:00
hit label. When you say a hit label, you just mean
32:02
a label that has had or
32:04
a hit exactly. So we ended
32:06
up cross referencing Spotify,
32:10
Apple Music, and then two crowdsourced
32:12
platforms called music brands and
32:14
discogs. And then, of course, we
32:16
integrated that with the entire history of the
32:18
Big Bear Dot one hundred. Okay.
32:20
So what did Justin Berg learn from this
32:22
broad and deep analysis of
32:24
top music hits? Here is
32:26
one amazing statistic. Of those
32:28
seventy thousand artists in his database, ninety
32:31
three percent never had
32:33
a single hit. And of the seven
32:35
percent who did have a hit,
32:38
nearly half had only one
32:40
hit. Maybe it's because he is a
32:42
professor of innovation at a top
32:44
business school, but Berg was more seven
32:46
percent of the hitmakers than
32:48
the ninety three percent of the failures.
32:50
And here's what he really wanted to know.
32:53
What's the difference between a one hit wonder
32:55
and a repeat hitmaker?
32:58
He suspected the answer may
33:00
lie in what's called path dependence.
33:02
Path dependence is the idea that
33:04
what happens early in a process can limit
33:06
the range of options that you have by the end
33:08
of that process. And what
33:11
we see in that data has strong evidence
33:13
for path dependence in artist careers,
33:15
an artist's path to sustain success
33:18
depends on the creativity in their portfolio
33:20
of songs at the time of their first hit
33:22
song. The creativity in their
33:24
portfolio of songs at the
33:26
time of their first hit song.
33:28
How do you measure that? Berg
33:30
did it systematically. He
33:32
used a machine learning album rhythm that
33:34
examined every song on a variety of
33:37
sonic 530, tempo,
33:39
time signature, dance ability,
33:42
several others. And then he
33:44
indexed each song on two
33:46
dimensions, novelty and
33:48
variety. So novelty is how
33:50
unique artists songs were compared to what was
33:52
popular at the time. And
33:54
variety is how much diversity the artist had
33:56
within their own portfolio of
33:58
songs. And here's what he found.
34:00
Artists who reached their initial hits with more
34:02
creative, meaning more novel or more
34:04
varied portfolios were more likely to
34:06
keep generating hits. While
34:08
those who reach their initial hits with less graded portfolio. So more
34:11
typical, more homogenous, they are more likely to
34:13
become one hit wonders and not ever
34:15
have a hit again. So when I
34:17
hear that, I think, well, yeah, that
34:19
makes perfect sense. You're telling
34:21
me that more creative artists
34:24
are more creative for longer. Mhmm. So
34:26
what's surprising about that?
34:28
So first off, there's a trade
34:30
off here. New artists
34:32
who build
34:34
novel portfolios are less likely to ever have a
34:35
hit. They're more likely
34:36
to strike out and we never hear about
34:39
them. And then once artists
34:41
reach that first hit,
34:44
then the time for creativity is over. If their goal, of
34:46
course, is to sustain success. If their goal is creativity,
34:48
they should keep on being creative. But
34:51
what model and what the data suggests is
34:54
actually if you continue to try to
34:56
be creative after your first hit, you're
34:58
less likely to have commercial success.
35:00
Got it. So at that point, you
35:02
have two kind of dual
35:04
opposing goals if your goal
35:06
is to maximize the likelihood of
35:08
commercial sustained success. The
35:10
first is what we call
35:12
relatedness. And that is
35:14
the idea that you want your
35:16
new songs to sound like
35:19
your old songs.
35:20
So that's really about leveraging your existing portfolio.
35:22
And then the second somewhat
35:24
opposing goal is you need to
35:27
adapt to the market. The problem is is
35:29
your old songs are stuck in time. And what
35:31
we find is that artists
35:33
who reach their
35:36
Initial hits with more creative portfolios
35:38
are better able to pull off this balancing
35:40
act between these two opposing goals
35:44
over time. Okay. So name some artists to pull off
35:46
this balancing act and
35:48
become repeat
35:50
creative hitmakers. I mean,
35:52
so many of our favorite artists fit
35:54
the model really well. The
35:56
quintessential artist that fits the
35:59
model extremely well is Shania
36:04
Twain. Do
36:09
you like Cannae
36:12
Twain? So my wife grew up in Georgia,
36:14
and she's a child of the nineties. So
36:17
there's a lot of country pop played in our house. I
36:19
do like Shania Twain. I also just appreciate
36:21
her creative genius. I also
36:24
think that society has caught up to that recently, and
36:26
I think part of it was they had to get
36:28
over some gender
36:30
stereotypes that prevented people
36:32
from seeing what she did in the mid
36:34
nineties as creatively genius.
36:36
Okay. Name a couple other good
36:38
examples of creativity
36:40
in the pop music space. The Supreme's
36:43
Marvin Gaye, Elton
36:45
John, Beyonce, Janet
36:47
Jackson, The Carpenters, Taylor
36:50
Swift is not in the
36:52
study because you had to
36:54
have your first hit by two
36:56
thousand five to qualify for
36:58
the study. But I have run the
37:00
numbers and she fits the model quite well, which intuitively if you think of her early
37:02
portfolio makes sense. It was both novel
37:06
and varied. So the Supremes catch my ear because they
37:08
didn't write their music. Right? As far as I know, they
37:10
were part of the Motown Machine. So
37:12
does this apply equally whether one is
37:14
just a
37:16
a performer or a performer and a writer. So the results are
37:18
a bit stronger when you write your own
37:20
songs, but it actually still holds
37:23
when you don't write your own songs. One reason for
37:25
this is working with an
37:28
artist as a songwriter as a producer as an
37:30
executive means working with
37:32
their portfolio. Portfolios
37:34
or these enduring entities
37:36
that exist, especially when the portfolios
37:38
have had broad success already. People
37:40
are familiar with them. And so the
37:42
path dependence comes from
37:44
the portfolio having enduring effects
37:46
and that when you start working with
37:48
an artist, even if it's a new
37:51
collaboration, you end up listening to their songs that are already familiar
37:53
with them, and then you
37:55
work within that portfolio and
37:58
your assumptions work within that
38:00
portfolio. Now, this perhaps
38:02
just reflects my lack of appreciation for
38:04
the carpenters, but in my mind,
38:06
all their songs sound kind of the
38:08
same. Well, that's actually
38:10
what's optimal after their
38:12
initial
38:12
hit.
38:12
Early on, if you go back to their original stuff, you're gonna
38:15
hear more variety than what would be
38:17
best for any artist after their initial
38:19
hit, which is relatedness, making
38:22
sure that your new songs state true to your signature
38:24
sound or that what audiences have
38:26
appreciated about your sound in the past. That would
38:28
explain maybe Abba as
38:30
well? Exactly. Abba's
38:33
a great fit for the model, especially on the relatedness dimension. But
38:35
I have to say as
38:37
someone who likes to
38:40
think artistically or creatively, generally in my life,
38:42
that's a bummer, like the last
38:44
thing in the world I'd wanna do. But
38:46
look at me, I've I'm hosting
38:48
a weekly radio show for twelve years now. But this is a thing
38:51
I struggle with, which is how can I
38:53
constantly change enough things to not make
38:55
it feel like I'm
38:58
painting my numbers. So do you have any advice for that? You've been
39:00
successful. You've been doing this thing.
39:02
People like it. You understand that relatedness
39:05
is important, even valuable. But also,
39:08
you're human. Your tastes and appetites
39:10
and curiosities are always changing.
39:12
So how do you balance that?
39:14
I totally understand the feeling that it's all a big 530. That
39:17
the time for creativity is early in your career
39:19
and then it's over after
39:21
you make it. But I think
39:23
that's not the best way to look at it. You
39:26
should look at the
39:28
challenge that you face after your first
39:30
hit as a
39:32
creative challenge. You wanna always throw a bow onto your
39:34
listeners who have been with you for a long
39:36
time, but then also bring them
39:38
along to new topics, new domains,
39:40
new ideas, And then you also
39:42
run some experiments on the side. Right? So
39:44
while you're continuing with that mainstream
39:46
of relatedness, you can experience
39:49
with some things to either help your creative outlet or potentially run
39:51
some side experiments that you can
39:53
work into that mainstream. Coming
39:56
off after the break, why couldn't
39:58
Harvey danger pull off a
40:01
second hit? And Will
40:04
Samine Nostrat be a
40:06
one hit wonder? I'm Steven
40:08
Dubner. This is Freakonomics Radio.
40:10
We'll
40:11
be right back. Freakonomics Radio
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course for you, that's UDEMY dot
41:52
com. The
41:59
band Harvey danger started when the
42:02
four members were in college,
42:04
in Seattle. When we started
42:06
playing music together, none of us had ever been in
42:08
a band before, none of us had ever
42:10
really played the instruments we were playing
42:12
before. That again is Lead
42:14
singer, Sean Nelson. And
42:16
so every time we would
42:18
finish a song at all, it
42:20
felt sort of like an
42:22
extra accomplishment. Just for
42:24
having overcome our own
42:26
method. When they wrote flag
42:28
Poltsida, the song that became their
42:30
only hit, It just
42:32
seemed different. There was an element of,
42:34
like, not that we
42:36
wrote a thing, but that we found
42:38
a thing. A very energetic, punk ish
42:40
kind of feeling and
42:42
also a kind of classical
42:44
bubblegum pop
42:46
sensibility. And
42:48
it just sounded so
42:50
good. Right
42:51
away, it sort of announced itself
42:53
as a song you can't avoid, a
42:55
song you can't ignore. The budget
42:57
for their first album was just three thousand dollars. It was put out by
42:59
a small independent label.
43:02
Expectations were not
43:04
very
43:04
high. I handed a copy
43:06
of our record to a DJ in Seattle,
43:08
and he would sneak it into
43:10
regular rotation. And apparently every time he
43:12
did
43:12
that, there would be a lot of phone calls.
43:15
And it would be people saying what
43:16
was that? It took some time, but as
43:19
we heard earlier, flagginger turned into
43:21
a massive
43:23
hit. Radio, American Pie, Wrigley Field, Edward
43:26
Snowden. When it came time to make a second
43:27
record, we were
43:30
torn because
43:32
our impulse was to get as far away from the style of flagpole
43:34
said as we possibly could. And
43:36
so the first draft of the
43:39
second Harvey danger album was very
43:42
dour, almost mournful because
43:44
by that time the one hit wonder
43:47
track really did feel like something
43:49
we had been kind of relegated to
43:51
not necessarily
43:54
by fate but just by the people we were working with at the record
43:56
label. So here is
43:58
the creator's
43:59
dilemma. The band wants
44:01
to keep evolving But
44:04
according to the research by
44:06
Justin Berg from Stanford,
44:08
that comes with a cost. That their goal is
44:09
creativity. They should keep on being
44:12
creative, but If you continue to try to be creative after your first
44:14
hit, you're less likely to have commercial
44:16
success. There were some
44:18
other problems. Because
44:20
of a record label merger, the band didn't even
44:22
know who owned the recording contract, and it
44:24
was unclear if they'd even get to release
44:27
their second
44:28
album. So that took a while. And by then,
44:30
it seemed like the whole world had
44:32
changed on some sort
44:34
of generational turnover
44:37
had happened. Now it was like either
44:40
Britney Spears or
44:42
limp biscuit except then
44:44
occasionally a thing like the strokes.
44:46
And none of those things had
44:48
anything to do with what we
44:50
were
44:50
doing. We then found ourselves squarely in an area, but had absolutely
44:52
no place for us.
44:54
I think this
44:57
is a media problem
45:00
where it's a what have you done for me
45:02
lately a problem. Justin Berg
45:04
again from Stanford. The
45:06
media contributes to music
45:08
being a very high churn
45:10
industry. So we like
45:12
to celebrate novelty. We talk
45:15
about you know, the importance of novelty in
45:17
these creative industries, but really
45:20
what's successful on average
45:22
is typicality. So, you know, in the music industry that
45:24
would be songs that are similar to
45:27
what's been recently popular. Do
45:30
you happen to remember flag pulse set up
45:32
by Harvey Danger? No.
45:36
So Berg didn't know
45:39
the name of the song, to be fair,
45:41
a lot of people don't. But once
45:43
we started playing it for him, yep.
45:50
I remember it. Yeah. Does
45:52
that bring back any memories from your
45:55
youthful listening? Well, Yes.
45:58
Because I played Ultimate
46:00
Frisbee in high school and
46:02
we used to write
46:04
cheers for
46:06
teams that we played and we wrote a cheer
46:08
to that song. Get out of here, really?
46:10
Uh-huh.
46:11
Yep. So the
46:14
story
46:14
is We were a new Ultimate Team, and we witnessed
46:16
and played the perennial
46:18
champions at Amherst Regional
46:20
High School in the National Championships.
46:24
And not long before we played, y m
46:26
magazine had done a
46:28
feature on the Amherst Ultimate
46:31
Team. It was called something
46:33
like the ultimate guys. So we had to
46:34
work that into our
46:35
cheer, obviously. And I think it was we
46:38
had visions you
46:40
were in and we were looking
46:42
into a y
46:43
and So
46:47
that's the memory. It's
46:50
impressive that you have such a
46:52
concrete memory and affiliation with the song that you
46:54
didn't even know the name
46:56
of. Indeed. Now
46:58
we spoke with one of the guys in that band
47:00
and he said that their
47:02
hit song and it was truly
47:06
their only anything resembling a hit. But he said that their one hit
47:08
was very different from everything
47:10
else on the rest of the
47:12
album and that was their first album.
47:14
The second album was also really
47:16
different. So is the fact that
47:18
they came to be known as a one hit wonder pretty
47:20
consistent, would you say, with
47:22
your findings? What the data suggests is that all the
47:24
songs in the portfolio at the time of
47:26
initial hit matter, but
47:28
that the hit matters
47:30
the most obviously for
47:32
shaping expectations in the market.
47:34
And so if that's not their
47:36
bread and butter, that's not gonna
47:39
set them up for success to do
47:41
this balancing act of balancing relatedness and adapting to
47:43
the market. But
47:46
again,
47:47
In a world where ninety three percent of
47:50
musicians with hit labels have
47:52
zero hits. Shouldn't have an
47:54
even one feel like a
47:56
major triumph
47:57
Sean Nelson again from Harvey
48:00
danger. I look back on it as like, yeah, that
48:02
was really good. We had a version
48:04
of an experience that one
48:06
ever gets. And then also, quite
48:08
apart from all the other stuff
48:10
we've been talking
48:11
about, we were vindicated in
48:14
a way. Our interest in being in a band instead
48:16
of trying to get some sort of career
48:18
track job in the real world
48:20
or whatever was validated
48:22
at least for a while. And remember
48:24
what we learned from Marcus Bayer and
48:27
his study of first time cookbook
48:29
authors,
48:29
that first hit can add a
48:31
lot of pressure. Some pressure. I've done a study on that as well.
48:33
Some pressure is good. Extreme pressure is not very
48:36
helpful. Most people don't do their
48:38
best work, their best creative work under
48:40
those conditions. should
48:42
creator approach that situation?
48:44
Don't take yourself too seriously. Take
48:46
the work seriously. Take the process
48:48
that guides your work seriously.
48:51
The key to me is to accept
48:53
the fact that a lot of things
48:55
that have to do with the outcome
48:57
of our work. Whether or not people buy it, whether or not
48:59
people read it, whether or not people
49:02
award it, is out of
49:04
our control. And then say I will
49:06
just continue on this creative
49:08
journey. There
49:11
is, of course, no guarantee that the creative journey
49:13
will be a pleasant journey.
49:16
Oh, making a book is
49:17
truly the worst thing
49:18
in the world. It's the hardest thing in
49:22
the world. again is Simeon Nasrat, author of
49:24
salt, fat, acid heat,
49:26
and hopefully author of a
49:28
second book at
49:30
some point. I
49:31
think there are probably other people
49:34
whose relationship to writing
49:36
is different than
49:36
mine. I know there are because I have a lot
49:38
of journalist friends who don't -- Agnys of every
49:41
single moment. It's
49:41
not agony for them in the same way that it is for me. It's
49:43
a job. And God bless them because if if
49:45
there weren't people like that, we wouldn't have
49:47
newspapers to read.
49:50
If you could remove
49:52
the suffering and anxiety
49:55
that you've been
49:57
describing and not be
49:59
a creative person. Would
50:02
you? No.
50:06
Can you explain that to someone who's not a creative person
50:08
that says, just go be an accountant. It would kill my
50:11
soul to be an accountant. can
50:16
try to learn to trust myself a little
50:18
bit. Let's be quiet for a little
50:20
while and sit with this and see what we
50:22
feel 530 what I feel deep
50:24
inside and what's useful for myself
50:26
to make and what will be useful for
50:28
people to have, then that's
50:30
actually the, like, true
50:32
inside part of me. Right? That's my
50:34
real self trying to figure out like how do
50:36
I make the thing that makes
50:38
everyone happy? When I know like
50:40
there's actually nothing that's gonna make everyone
50:42
happy. And so actually the only
50:44
thing I can do is make the thing that
50:46
I need to make from the inside of my
50:50
heart.
50:50
That was Simeon Nasrat and
50:52
Sean Nelson from the creator side
50:55
of the ledger and Justin Berg and
50:57
Marcus Bayer from the scholar
50:59
side. My thanks to all of them.
51:01
My full conversation with Samine in particular
51:03
was so interesting that we have decided to publish the whole thing
51:05
as a bonus episode in a few days. If
51:07
you know anyone who is a
51:10
fan of salt fat,
51:12
acid heat, please let them know.
51:14
Meanwhile, in our next regular
51:16
episode of Freakonomics Radio,
51:18
what happens when private equity firms
51:21
takeover healthcare institutions. We
51:23
would expect that prices would go up
51:25
and service quality would go
51:27
down. And what kind of health
51:29
care institutions are we talking about? Stay with your dog or your
51:32
cat. Oh, they're treating
51:33
it. Don't let them
51:34
tell you you have to sit in the waiting room.
51:38
Private equity has been investing in industry
51:40
after industry, including human healthcare. Now they're
51:43
coming for your pet That's
51:46
next week Freakonomics
51:48
Until then, take care of yourself.
51:50
And if you can, someone else too.
51:53
Frickenomics radio
51:57
is produced
52:00
by Stitcher and Renbud Radio, you can find our entire
52:02
archive on any podcast app
52:04
or at freakonomics dot com where we
52:06
also publish transcripts and
52:08
show notes. This
52:10
episode is produced by Morgan Levy, and mixed by Greg Ripon
52:13
with help from Jeremy Johnston. Our
52:15
staff also includes Zach
52:17
Lipinski, Ryan Kelly, Catherine Mancur,
52:20
Elena Coleman, Rebecca Lee Douglas,
52:22
Julie Canfor, Eleanor
52:24
Osborn, Jasmine Klinger, Gary Kleenert, Immaterail, Learick
52:26
Boudic, and Elsa Hernandez. The
52:28
Freakonomics Radio Network's executive
52:30
team is Neil Carruth, Gabriel
52:34
Raw, and me, Steven Dubner. Our
52:36
theme song is mister Fortune by the
52:38
hitchhikers. At least until we replace it
52:40
with flag Bolsada, all the other music is
52:42
composed by Luis
52:43
Guerra. As always, thanks
52:45
for listening.
52:46
It's not, I
52:49
would say, a novel
52:51
Oh, wait, God. Did I just make a
52:53
pun by
52:53
accident? The
52:58
Freakonomics Radio Network the
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hidden side of everything. Stitcher.
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