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you qualify at oracle.com/Wall Street. to
2:15
so many emails. I'm Kevin Roos,
2:18
a tech columnist at the New
2:20
York Times. I'm Casey Noon
2:22
from Platformer. And this is
2:24
Hard Fork. This week, Google
2:26
is bringing AI to search in
2:28
a brand new way. How will
2:31
it change the internet? Then, the
2:33
Times, David Yaffe Bellini, joins
2:35
us to discuss the
2:37
idea of a strategic
2:39
crypto reserve, and why
2:42
even some crypto supporters
2:44
think it might be a
2:46
bad idea. And finally, we
2:49
ask you to share your
2:51
experiments in vibe coding. Today,
2:54
we're gonna find out what
2:56
you made. Every once in a while
2:58
we get a preview of a very
3:00
big change to the internet and I
3:02
think we might have gotten one of
3:04
those this week. Tell me about it.
3:06
So on Wednesday, Google said that in
3:08
addition to expanding AI overviews to more
3:10
users and upgrading the underlying model to
3:13
Gemini 2.0, it is also introducing a
3:15
brand new search mode called AI mode.
3:17
And it seems likely to me that
3:19
this may be the future of Google.
3:21
Yeah. This is, I would say, at
3:23
a minimum, a much better name than
3:25
we have seen for any AI feature
3:27
that Google has released over the past
3:30
couple of years. AI mode. It's a
3:32
mode. It does AI. Seems pretty straightforward to
3:34
me. Yeah, and where other companies might
3:36
have called this X-73 hyphen mini, Google
3:38
just picked a normal name for it,
3:40
which is something that Google does a
3:42
lot. That's true. So right now they're
3:45
calling this an early experiment. It is
3:47
rolling out now to paid subscribers to
3:49
Google One's AI premium subscription service. And
3:51
even if you pay, you also have
3:53
to opt into it through something called
3:55
Google Labs, which is a feature that
3:57
Google has to let you opt into.
3:59
new stuff. So it's kind of hidden
4:02
away. We have asked if we could
4:04
use it right away and they said
4:06
no. So we don't have a direct
4:08
report for you today. But what we
4:10
can tell you is that AI mode
4:12
is Google's answer to bringing something like
4:15
chat GPT directly into search. So so
4:17
far it has been dabbling, it's been
4:19
sprinkling these little AI overviews on top
4:21
of the traditional 10 blue links. I'm
4:23
sure you've all seen those. But while
4:26
right now AI mode is separate from
4:28
search, if it's I suspect it will
4:30
gradually merge into the main Google
4:32
search results page. And that matters more
4:34
than you might think, Kevin. Yeah, so let's
4:37
just, before we get into AI mode, let's
4:39
set the scene here. Google, big company,
4:41
most important search engine in the
4:44
world, 90% of search queries run
4:46
through Google, used by billions and
4:48
billions of people every day, indispensable
4:51
part of the architecture of the
4:53
internet for the last several decades.
4:55
A. I. L.M.'s, chat chibitee, comes
4:57
along, and all of a
5:00
sudden, people, including us, think,
5:02
well, why am I going
5:04
to ask Google this
5:06
question when I could ask
5:09
it to an A.I. chatbot
5:11
that might give me a
5:13
better answer without requiring me
5:15
to click on a bunch of
5:17
links and navigate through a bunch
5:20
of ads. I'll just get the
5:22
answer I want to. keep it
5:24
profitable and make sure that people
5:26
aren't using chat GPT or perplexity
5:28
or some other product instead. So
5:30
we want to bring AI into
5:32
our search product, but that is
5:34
complicated because among other reasons, these
5:37
AI overviews that you just described
5:39
got some things famously wrong, including
5:41
telling people to put rocks on
5:43
their pizza. Or was it glue? It
5:45
was telling them to eat rocks and
5:47
to put glue on their pizza. Two
5:49
different answers. Okay. Yeah. So they've spent
5:52
some time retooling this, but they have
5:54
not backed down on their ultimate belief
5:56
that people will use AI for search
5:58
related tasks and that be. because some
6:01
number of people will want to do
6:03
that or are already doing that. They
6:05
need to build that into the core
6:07
Google search engine. That's right. And so
6:09
Kevin, this is really a story about
6:12
Google being caught in between two imperatives.
6:14
Because on one hand, it has to
6:16
change with the times, it has to
6:18
keep pace with the competition. On the
6:20
other hand, it can't break its core
6:23
business, which generated $54 billion last quarter.
6:25
So that is a very tricky balance.
6:27
How is it going to navigate that?
6:29
thinking about it. So let's talk about
6:31
it. Okay, let's talk about AI mode.
6:34
What is it? So AI mode is
6:36
a new mode within Google search, where
6:38
if you ask a query that might
6:40
be a little bit better suited to
6:42
a chat bot, you can click over
6:45
and it is going to give you
6:47
a slightly more chat bot-like experience. But
6:49
it is different from something like the
6:51
Gemini app, which is Google sort of
6:53
straight up chat gPT competitor, and a
6:56
couple of pretty interesting ways. There are
6:58
prominent links to websites to websites with
7:00
in AI mode in what a user
7:02
interface designer would call it carousel. You
7:04
know, those little horizontally scrolling bars of
7:07
links. And so as you move through
7:09
the answer to your query in AI
7:11
mode, Google is going to say, here
7:13
are some actual websites you could visit
7:15
to get more of that information. And
7:18
you just said this is rolling out
7:20
to like a small subset of paying
7:22
Google users who have subscribed to this
7:24
like Google One AI plan. Presumably this
7:26
is something that they're interested in building
7:29
into the Google experience for everyone eventually,
7:31
right? Or is this going to remain
7:33
small? So I talked with Google yesterday
7:35
and tried to get a sense of
7:37
that and the company was loath to
7:40
make too many predictions here. This really
7:42
is an experiment. They told me and
7:44
if it goes super super badly, they
7:46
could presumably pull the plug, but I
7:48
don't think that is going to happen.
7:51
I think Google realizes that this is
7:53
a once in a generation. to reinvent
7:55
the search experience and that is going
7:57
to mean a fundamentally different way of
8:00
presenting it. information. And that's what AI mode
8:02
is. So I haven't tested out AI mode
8:04
on Google either. They have not made
8:06
it available to me. But there are
8:08
some screenshots floating around. I think maybe
8:10
we should just describe what this is
8:12
going to look like for people. They
8:14
have a screenshot of someone asking the
8:16
question, explain how deja vu works and
8:18
how it relates to memory. Now, I
8:20
got a feeling I've heard that question
8:23
before. I thought we talked about that
8:25
on a previous episode. Okay, we made
8:27
the same joke. Good for us. In
8:29
the AI mode, instead of showing the
8:31
user a list of links or an
8:33
AI overview, it sort of writes
8:35
them a little essay. It says,
8:37
Deja vu is that strange and
8:39
fleeting feeling of having experienced something
8:41
before, even though you know you
8:43
haven't. It's like your brain is
8:46
playing tricks, creating a sense of
8:48
familiarity with a situation that's brand
8:50
new, and it continues on, and
8:52
then it has a little thing
8:54
at the top right under the
8:56
query that says four sites, four
8:58
sites, But basically this is. Google's
9:00
version of what tools like ChatGBT
9:02
and Perplexity have been doing for
9:04
a while now, which is sort
9:06
of replacing the 10 blue links
9:09
altogether with this more bespoke AI
9:11
response. Yeah, and you can see
9:13
that after each paragraph, there is
9:15
a little icon of like a
9:17
chain link, which sophisticated Googleers like
9:19
you and I will recognize as
9:21
a hyperlink to a website from
9:23
which Google derives information, and which
9:25
many other people might just think
9:27
is like a fancy period. You
9:29
know what I mean? So, like,
9:31
those particular user interface elements, I
9:33
would say, are not going out of
9:36
their way to entice people to click.
9:38
Right. And we talked last year on
9:40
the show about this idea that Google
9:42
would do the Googling for you, right?
9:44
That they were very invested in trying
9:46
to, in trying to simplify the process
9:48
of searching for information on the internet
9:50
using AI, not require people to click
9:52
through any of these blue links. And
9:55
so I imagined at that they were
9:57
trying to make this available to everyone.
9:59
obstacle. including some of the mistakes
10:01
that we talked about, but also like
10:03
it is expensive to run a search
10:06
engine on a large language model this
10:08
way. These queries, they require inference from
10:10
these large models. It is not. as
10:13
cheap and easy and efficient as just
10:15
running a regular search engine. So did
10:17
you ask them about that, how they've
10:19
dealt with some of the cost concerns?
10:22
So I didn't ask them about that
10:24
this week, but they have said over
10:26
the past several months, effectively just that
10:28
the costs keep coming down here, they're
10:31
figuring out the past several months, effectively
10:33
just that the costs keep coming down
10:35
here. They're figuring out more and more
10:38
efficient. people to eat things that are
10:40
unlike eggs cannot be eaten. Right. Do
10:42
you feel like this is an acknowledgement
10:44
from them that they are losing market
10:47
share to companies like Perplexity, companies that
10:49
are offering a more AI-native search-like experience,
10:51
or that large numbers of consumers are
10:54
already using chat GPT and other AI
10:56
tools for things that they previously would
10:58
have Googled? Absolutely. You know, there was
11:00
some interesting analysis that came out in
11:03
January that showed that over the last
11:05
three months of 2024... for the first
11:07
time since 2015, Google's market share fell
11:09
below 90%. Now, 90% market share is
11:12
still incredible and Google is just barely
11:14
below it. But there is increasing evidence
11:16
that these chat bots are starting to
11:19
eat into Google's audience. Some analysts have
11:21
predicted that chat sheet BT will have
11:23
1% market share in search by the
11:25
end of this year. Bing for what
11:28
it's worth, which has been around forever,
11:30
has something like 4% market share. So
11:32
for chat cheap BT to get from
11:35
zero. to one in a little over
11:37
two years is pretty impressive and speaks
11:39
to why Google feels like it needs
11:41
to do something. Yeah, I mean, I'm
11:44
finding that I'm using Google a lot
11:46
less than I used to. I don't
11:48
know exactly how much less, but I
11:50
basically use Google now for what are
11:53
called navigational queries where you are just
11:55
like I'm looking for this one train
11:57
schedule or this one restaurant menu and
12:00
I know it's a link that's out
12:02
there on the web and so I
12:04
go to Google for that because it's
12:06
right there in my browser bar and
12:09
it's very easy and I can find
12:11
the link. I do not use Google
12:13
anymore for things like product recommendations or
12:16
advice about how to fix an appliance
12:18
in my house or something like that.
12:20
That is the kind of thing that
12:22
I will now go to ChatGPT or
12:25
Clod4 and I imagine that if I'm
12:27
doing that there are probably a lot
12:29
more people out there doing that too.
12:31
There really are and while I don't
12:34
know that this statistic speaks exactly to
12:36
what you said Kevin last month the
12:38
verge published this survey that among other
12:40
things found that 42% of people find
12:43
that search engines like Google are becoming
12:45
less useful. Now, there are a lot
12:47
of reasons. People don't like the ads
12:49
in Google. I think arguably just sort
12:52
of like the quality of websites is
12:54
probably decline. There's a lot of AI
12:56
slop out there, right? But I also
12:58
think part of it is what you
13:01
just named, which is that we now
13:03
actually have a superior technology to a
13:05
problem like, oh, the faucet in my
13:07
sink broke and I want to fix
13:09
it. I bet something like chat cheapity
13:12
can just tell me how to do
13:14
that directly. the Google blog post about
13:16
AI mode that came out this week.
13:18
And it's sort of interesting as an
13:21
artifact of cultural anxiety at Google.
13:23
They clearly know that they have
13:25
to do something big around AI.
13:27
Their competitors are doing it. It's
13:30
eating into their market share. But
13:32
they also seem a little bit
13:34
scared of it. There's this. paragraph
13:36
in there that says, as with
13:38
any early stage AI product, we
13:41
won't always get it right. For
13:43
example, while we aim for AI
13:45
responses in search to present information
13:47
objectively based on what's available on
13:50
the web, it's possible that
13:52
some responses may unintentionally appear
13:54
to take on a persona
13:56
or reflect a particular opinion. What do
13:58
you make of that? of politics.
14:00
Like to this day, if you ask
14:02
questions about politics in Gemini, in my
14:04
experience, it is more likely to refuse
14:06
to answer your request than any other
14:09
AI chatbot that I pay for, right?
14:11
They got in a lot of hot
14:13
water last year that we've talked about
14:15
on the show when, for example, they
14:17
would not appear to depict exclusively white
14:19
founding fathers when you would ask for
14:22
that. And in the wake of that,
14:24
they got a ton of criticism, and
14:26
so they try to strip as much
14:28
politics out of politics out. their products
14:30
as they could. So now they're about
14:32
to put another thing out there where
14:35
people are going to be asking it
14:37
to give them opinions. And depending on
14:39
what opinions are revealed, those people are
14:41
going to go screenshot those and put
14:43
those on social media and Congress people
14:45
are going to see them and it's
14:47
going to like sort of trigger a
14:50
whole cycle. So I understand why they
14:52
are being cautious about this, but I
14:54
think it gets a bit silly because
14:56
ultimately people are turning to these things
14:58
for their opinions. whose opinions you stand
15:00
behind. Yeah. So if you are a
15:03
paying subscriber and you get access to
15:05
AI mode on Google and you turn
15:07
it on in your Google Labs feature.
15:09
Is every query that you type into
15:11
a Google box going to be answered
15:13
by AI from then on? No, so
15:16
you are still going to have to
15:18
opt into it. So think about how
15:20
many hoops Google is making you jump
15:22
through to do this. They are truly
15:24
in that sort of beta stage where
15:26
they are truly in that sort of
15:28
beta stage where they just want to
15:31
gather some data, they want to see,
15:33
are there any obvious horrible problems that
15:35
we can identify and solve before we
15:37
release this to the entire user base?
15:39
kinds of queries at least for a
15:41
while because one I you know I
15:44
want to see how good this AI
15:46
responses are but also I'm so interested
15:48
in this question of do I click
15:50
any of the links that are you
15:52
know in this mode because if I
15:54
don't then it does seem to move
15:57
us closer to that world where the
15:59
entire economic foundation of the internet is
16:01
changing. Okay well you brought this up
16:03
so I let's diving into this issue
16:05
of how this could affect publishers, people
16:07
who make things and put them on
16:09
the internet and rely on Google as
16:12
a source of traffic. What do we
16:14
know about how AI mode is being
16:16
received by the broader internet? Are people
16:18
freaking out about this like they did
16:20
with AI overviews? There is a lot
16:22
of nervousness among publishers in particular, right?
16:25
A lot of publishers in particular, right?
16:27
A lot of people write stories, among
16:29
publishers in particular, right? A lot of
16:31
people write stories about the news and
16:33
then people search for those news queries.
16:35
It seems like that is... now happening
16:38
less and less. But Kevin, the impact
16:40
is going beyond just publishers. There was
16:42
this fascinating lawsuit that got filed last
16:44
week by a company called Cheg. Do
16:46
you know Cheg? The Homework Cheating App.
16:48
Exactly. So if you've been in college
16:51
any time in the past 15 years,
16:53
statistically you use Cheg to cheat on
16:55
your homework. It offers a database of
16:57
more than a hundred million answers to
16:59
test questions and it has been charging
17:01
students about 15 bucks a month to
17:04
use this thing. Well then along comes
17:06
Google and it's AI overviews. and using
17:08
who knows what methods, but I'm gonna
17:10
assume they did some pretty aggressive scraping
17:12
of Czech and other websites. They started
17:14
to put the answers to all these
17:16
homework questions directly in the AI overviews.
17:19
All of a sudden, there is no
17:21
need to visit Czech. And Czech Kevin
17:23
is now on life support. This is
17:25
a company that was riding high during
17:27
the pandemic. It was valued at $12
17:29
billion in 2021. And now its stock
17:31
is basically a penny stock and it
17:33
is exploring strategic alternatives, which is. sort
17:35
of corporate speak for we're going to
17:37
have to unload this thing in a
17:39
fire sale. And in their lawsuit, Cheg
17:41
said that traffic rightfully belonged to us
17:44
and Google destroyed us with AI overviews.
17:46
You really disrupted us in the homework
17:48
cheating business. I realize as I'm saying
17:50
this that Cheg is not a sympathetic
17:52
company and no one is going to
17:54
be sorry to see it go who
17:56
does not work at Cheg, but I'm
17:58
telling you this is a bellwether. check is
18:00
not going to be the last business to be completely
18:02
disrupted by AI. Yeah. So what do we know about
18:04
how people who use AI tools for search like? tasks
18:07
actually interact with links because every AI company that has
18:09
rolled out something like this whether it's perplexity or being
18:11
or Google they've all said like look people are still
18:13
gonna see links don't you worry publishers we're still gonna
18:15
put these little citations on it or maybe we'll put
18:18
some links below it and you might get less traffic
18:20
but it'll be higher quality traffic and you'll still make
18:22
a lot of money from it. So what do we
18:24
know about whether those people will write or not? that
18:27
you can make. One query is an answer where you
18:29
just need something that is good enough, right? You need
18:31
to satisfy your curiosity about something, and if it's a
18:33
little bit wrong in 5% in either direction, you don't
18:35
really care, because you're just looking for the gist of
18:38
something. I think this is the vast majority of all
18:40
queries. There is a second kind of query, which is,
18:42
I need the actual information, because my health, my money,
18:44
my job depends on it. These are the cases where
18:47
I think that people are actually clicking on the links.
18:49
I'm a journalist. I'm constantly Googling for information. I cannot
18:51
rely on an AI overview for one thing, because if
18:53
I'm going to put a statistic, a historical fact, into
18:55
my newsletter, I need to know what the original source
18:58
is. And I need to know that I trust the
19:00
original source, which means that if that link is going
19:02
to the New York Times, the Wall Street Journal, Bloomberg,
19:04
I'm going to the original website. that's a really good
19:07
thing that people should do in a lot of cases,
19:09
but I'm also not naive. That is a minority use
19:11
case for specialists. The vast majority of people, Kevin, do
19:13
not need that level of clarity and they are not
19:15
clicking those dang links. Right. There was a study that
19:18
came out this week that I found totally fascinating and
19:20
quite worrying. It was done by a company called Tolbit.
19:22
They're basically an AI licensing company that sort of works
19:24
as the go between, between public... and companies
19:26
making large language models. And
19:29
they found in their study
19:31
that the AI search interfaces
19:33
they looked at, things that
19:35
are similar to Google's AI
19:38
mode, delivered 91 % less
19:40
click through traffic than standard
19:42
Google searches. And when they
19:44
looked at just pure AI
19:46
chatbots, it was even worse.
19:49
Those generated 96 % fewer clicks
19:51
to links than traditional Google
19:53
searches. Casey, I'm no mathematician,
19:55
but that's pretty bad. It's
19:58
pretty bad. And I should
20:00
say I have some questions
20:02
about the methodology here, you
20:04
know, basically told me it
20:06
took the amount of traffic
20:09
to its publisher sites that
20:11
it could trace from known
20:13
AI scrapers and divided it
20:15
by the total number of
20:18
times that those scrapers hit
20:20
their sites overall. I talked
20:22
to Google about this. Google
20:24
was like, this is a
20:26
really bad way of measuring
20:29
traffic because like Google's crawler
20:31
is constantly scanning websites. Like
20:33
every time the Google crawler
20:35
hits a website, that is
20:37
not an actual Google search.
20:40
So there's some uncertainty here
20:42
about what this really means.
20:44
But at the same time,
20:46
Kevin, these numbers are intuitive
20:49
because you and I both
20:51
use chatbots a lot and
20:53
we know that we're not
20:55
clicking those links a lot
20:57
of the time, particularly in
21:00
cases where we are not
21:02
using the chatbot to do
21:04
our jobs. Yes, yeah. No,
21:06
and I think it's worth
21:09
saying, like even if these
21:11
predictions, these numbers were way
21:13
off, say it was only
21:15
half as bad as Tolbit,
21:17
says it is, and that
21:20
these AI search tools only
21:22
produce about 45 % less
21:24
traffic than the Google searches
21:26
that preceded them, that would
21:29
still be a cataclysmic event
21:31
for much of the media
21:33
industry. Totally. Now, Google has
21:35
said, when I've asked about
21:37
this, that the AI overviews,
21:40
which again is not AI
21:42
mode, but AI overviews are
21:44
sort of like the walkup
21:46
to this AI mode, those
21:48
have led people to search
21:51
more in general, right? So
21:53
Google says basically people like
21:55
AI overviews and they see
21:57
them and they search more
22:00
and that leads to maybe
22:02
more searches in the aggregate,
22:04
but the impact on traffic
22:06
to individual publishers. does not seem to have
22:08
been positive so far. Yeah, I mean, I want to
22:11
play devil's advocate here for a little bit because you
22:13
and I and others have been warning about these AI
22:15
overviews and these AI search products for more than a
22:17
year now, have been predicting that this would sort of
22:20
crater the traffic to publications, would dramatically change the way
22:22
that billions of people interact with the internet. And I
22:24
think it's fair to say so far, that has not
22:26
happened, at least at the scale that. Maybe
22:28
you or I thought it might by now.
22:30
And I think there are some people
22:32
who might be listening to this
22:35
and saying, you guys are panicking
22:37
over nothing. One thing that is
22:39
true that we know is that
22:41
people's habits change very slowly. There
22:44
are still millions of people out
22:46
there using AOL and Yahoo, you
22:48
know, for their email, maybe hot
22:50
mail. These very old, sort of
22:53
we would say antiquated services still
22:55
have. dedicated users because people are
22:57
just used to going to their
22:59
browser and typing in the same
23:02
websites that they've been typing in for
23:04
years. So I think there is a
23:06
case that I can imagine people making
23:08
here that yes these AI features these
23:10
AI search engines they are going to
23:12
appeal to like power users in the
23:14
Bay Area who spend all day looking
23:16
stuff up online, but actually it is
23:18
not an existential threat to the internet
23:20
or to publishers because most people are
23:22
so used to going to Google that
23:24
they are just going to continue to
23:26
do that even if the superior option
23:28
exists. So that is true, which is
23:30
why if one day AI mode is
23:32
no longer a little hidden feature and
23:35
is just actually the front door to
23:37
Google search, then. That's the ball game
23:39
because people will not have to change their
23:41
entire habits in order to have this experience.
23:43
It's just going to be the default. We
23:45
know the power of defaults, right? So that's
23:47
why I want to talk about this today
23:49
is because this could be a preview of
23:52
what Google is in two, three, five years,
23:54
and it's going to be very different from
23:56
the Google yet today. How do you search
23:58
these days? Like, what's your go- if you
24:00
have a question, let's say, let's take
24:02
it out of the realm of work.
24:04
So you're just looking for a good
24:06
restaurant to go. Where do you go?
24:09
So for something where it's like find
24:11
a local business, to me that is
24:13
still an area where Google excels. You
24:15
know, it's like I need to find,
24:17
you know, an eye doctor. I want
24:19
to find, you know, a restaurant that's
24:22
nearby. I'm going to go to Google
24:24
or Google Maps, something like that. set
24:26
of queries now that I am turning
24:28
to chat bots for. I've talked before
24:30
on the show about how I just
24:32
have like a little keyboard shortcut that
24:34
I type in and I can query
24:37
an AI directly. And that's everything from
24:39
how to. It is essentially just random
24:41
trivia. You know, I'm trying to remember,
24:43
you know, when did this album come
24:45
out or like how old is this
24:47
celebrity? And crucially, Kevin, a lot of
24:49
those queries are things that Google does
24:52
still do very well. But there is
24:54
a convenience to just getting a one
24:56
sentence. and not seeing a sprawling web
24:58
page that's full of, you know, six
25:00
different ads and various other widgets that
25:02
I don't care about. So it is
25:04
a mix of things, but chatbot usage
25:07
when it comes to search is on
25:09
the increase for me. How about you?
25:11
Yeah, I'm using chat bots for, I
25:13
would say, at least half of what
25:15
I would previously have used Google for.
25:17
Now, I am not a traditional user.
25:20
I am sort of an early adopter
25:22
of this stuff. I have a whole
25:24
bookmark folder of AI tools that I
25:26
open up every morning and start using
25:28
them for browsing. So I'm not conventional
25:30
in a sense, but I do find
25:32
that for the majority of things that
25:35
I'm looking for, chat bots tend to
25:37
give me better answers than Google. When
25:44
we come back, we have
25:46
reserved some time to talk
25:49
about the strategic crypto reserve.
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26:49
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26:51
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26:54
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26:56
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26:58
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27:26
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27:31
say about what is happening in
27:33
Washington right now. Elon Musk and
27:35
his Doge team are fanning out
27:37
across the federal bureaucracy, slashing and
27:39
burning wherever they go. But the
27:42
story that I think we can
27:44
really shed some useful light on
27:46
here is about what's been happening
27:48
with crypto and crypto policy. Yeah,
27:50
Kevin. We heard some news over
27:53
the weekend that President Trump was
27:55
interested in something called a crypto
27:57
strategic reserve, and we thought that
27:59
sounds just silly enough that it
28:01
could be a hard-for segment. Yes.
28:03
And then on Thursday night, just
28:06
as we were finishing up this
28:08
episode, news broke that President Trump
28:10
had signed an executive order establishing
28:12
a strategic Bitcoin reserve. And that
28:14
announcement and the executive order attached
28:17
to it clarified a few very
28:19
important things. One is that this
28:21
reserve will be filled with Bitcoin
28:23
that is already owned by the
28:25
federal government that was seized or
28:27
forfeited as part of criminal or
28:30
civil asset forfeiture proceedings. Second thing
28:32
is that the Secretaries of Treasury
28:34
and Commerce, according to this executive
28:36
order, will be authorized to develop
28:38
what they call budget neutral strategies
28:41
for acquiring more Bitcoin. They say
28:43
that this will not have an
28:45
additional cost on the American taxpayer.
28:47
And then the third thing that
28:49
the executive order did is it
28:51
established a separate US digital asset
28:54
stockpile, which consists of cryptocurrencies and
28:56
other digital assets that are not
28:58
Bitcoin. And with respect to this
29:00
stockpile, the executive order said that
29:02
the government won't per... any of
29:05
these other non-bit coin crypto assets,
29:07
but that if it gets some
29:09
in the case of a criminal
29:11
or civil proceeding, it will keep
29:13
it and hold on to it
29:15
as part of the stockpile. So
29:18
we just want to note that
29:20
that happened and that this conversation
29:22
you're about to hear took place
29:24
before the order was official when
29:26
a few more things were still
29:29
up in the air. But I
29:31
think it's fair to say. a
29:33
really big deal. It absolutely is.
29:35
Those currencies, Kevin, are closely tied
29:37
to people in the Trump orbit
29:39
who have investments in those very
29:42
currencies. And so this seems like
29:44
a classic case of self-dealing among
29:46
people in and around the president's
29:48
orbit. Yeah. And so I think
29:50
there's an element of just shedding
29:53
light on what is happening in
29:55
Washington right now with regards to
29:57
crypto policy that is important for
29:59
us as journalists to do. But
30:01
I also am growing more... worried
30:03
about what I see as an
30:06
information and knowledge gap between the
30:08
pro-krypto proponents and the anti-krypto skeptics.
30:10
Would you say that you have
30:12
some reservations? Yes, I have some
30:14
strategic reservations about this. You know,
30:17
back in 2022 I was covering
30:19
crypto much more attentively than I
30:21
am now. This was sort of
30:23
at the height of the last
30:25
crypto boom. This is your pudgy
30:28
penguin's era. I wrote this article,
30:30
a very long article, and I
30:32
basically was arguing that people, whatever
30:34
they thought of crypto, needed to
30:36
understand it, because this is something
30:38
that could become strategically important if,
30:41
for example, a bunch of pro-krypto-partisans
30:43
and activists were to seize control
30:45
of some part of the federal
30:47
government and start making big moves
30:49
to enrich themselves and the people
30:52
around them. And the response I
30:54
got to that article was a
30:56
lot of people saying... Shame on
30:58
you. Shame on you for taking the
31:00
stuff seriously, for trying to explain it,
31:02
for trying to understand it. The mere
31:05
act of wanting to know about crypto
31:07
was sort of coded as being in
31:09
the pocket of the crypto industry. And
31:11
we're in a moment where just ignoring
31:14
it is not going to make crypto
31:16
go away. We know that now, and
31:18
now that we see these really wild
31:20
initiatives being proposed, I think it is
31:23
time once again to see what we
31:25
can learn and to engage with. somebody
31:27
who can hopefully explain what's going on.
31:29
Yes, I think it is time for
31:32
a lot of crypto skeptics, and I
31:34
would include myself in that group, to
31:36
give what's happening in Washington more serious
31:38
attention, because these are big moves with
31:40
big consequences, and they may be hard
31:42
to untangle even after Donald Trump leaves
31:44
office. So today, we're bringing in our
31:46
friend and friend of the pod. David
31:49
Yaffe Bellini. He's a crypto reporter at
31:51
the New York Times, and he has
31:53
been covering all of the twists and
31:55
turns of this latest saga over the
31:57
crypto strategic reserve. Let's bring him
31:59
in. Dave Yaffe Bellini. Welcome back to
32:02
Hard Fork. Thanks so much for
32:04
having me. So let's start with
32:06
some basic questions about this idea
32:08
of a strategic United States crypto
32:10
reserve. When did you start to
32:12
hear about this and what is
32:14
the basic idea? So this was
32:16
an idea that popped up on
32:18
the campaign trail last year. President
32:20
Trump started talking about it, some
32:22
kind of influential figures, and the
32:24
crypto Twitter sphere were talking a
32:26
lot about it. But what it
32:28
actually meant was pretty obscure then
32:30
and remains pretty obscure now, because
32:32
when people say Bitcoin Reserve or
32:34
crypto reserve, they really could be
32:36
talking about 10 different sorts of
32:38
ideas. Right. And I want to
32:40
understand this idea of a strategic
32:42
reserve, because my basic impression is
32:44
that this is not a new
32:46
idea. Governments have... long stockpiled assets
32:48
like gold or oil or other
32:50
foreign currencies to basically give themselves
32:52
some cushion against economic downturns or
32:54
inflation or just maybe running out
32:56
of oil during a foreign conflict.
32:58
So is this similar to those
33:00
kind of strategic reserves? Why do
33:02
people in crypto think that we
33:04
need a US crypto reserve? crypto
33:06
can't power heavy machinery, it can't
33:08
feed people, it's not useful in
33:10
the way that some of these
33:12
other assets are. I think there
33:14
are two key arguments that people
33:16
in the crypto world are making
33:18
and the sort of more reserve-like
33:20
argument for this is that at
33:22
the moment the reserve currency of
33:24
the world is the dollar, the
33:26
world runs on the dollar, but
33:28
maybe not so far in the
33:30
future, the world will run on
33:32
Bitcoin or on cryptocurrencies more broadly,
33:34
and it would be in the
33:36
strategic interests of the United States
33:38
to have a giant. stockpile of
33:40
crypto. What would it mean though?
33:42
Okay, so let's say we're living
33:44
in fantasy land where the world
33:46
now runs on Bitcoin. How does
33:48
it benefit the United States to
33:50
just own a bunch of Bitcoin?
33:52
You know, it's money that you
33:54
could borrow against. It's money that
33:56
you could... spend to fund all
33:58
sorts of projects either foreign or
34:00
domestic, but you're asking the right
34:03
question because it's not totally clear
34:05
how this would work. Okay. The
34:07
other argument that people in the
34:09
crypto world make, I think, aligns
34:11
more with this kind of concept
34:13
of a sovereign wealth fund, which
34:15
Trump has also said that he
34:17
wants to do. And that's the
34:19
idea that crypto is just a
34:21
good investment, and that if we
34:23
bought a bunch of Bitcoin now
34:25
at about $90,000, then 10 years
34:27
from now, when it's worth $20
34:29
trillion, you know, will be set
34:31
up for success. I'm curious how
34:33
this idea of a strategic crypto
34:35
reserve fits with some of the
34:37
Trump administration, which is to... cut
34:39
costs and reduce the size of
34:41
government, not invest a bunch of
34:43
money in some new class of
34:45
asset. The funniest post I saw
34:47
about this said the following, sir,
34:49
we have saved $12 billion that
34:51
were spent on condoms for Gaza
34:53
and transgender comic books in Brazil.
34:55
Excellent, let's buy some Cardano. So
34:57
how are people in the crypto
34:59
policy world reconciling these two views
35:01
of what the government should be
35:03
doing? Well, some of them just
35:05
aren't reconciling it. They're just embracing
35:07
the hypocrisy, and it's not the
35:09
first time they've done something like
35:11
that. But also, there's a huge
35:13
split in the crypto world over
35:15
whether this should be a Bitcoin
35:17
exclusive reserve or whether it should
35:19
be a reserve featuring a bunch
35:21
of different cryptocurrencies. Now, on the
35:23
campaign trail at the Bitcoin Nashville
35:25
conference, Trump said that he was
35:27
going to start a Bitcoin stockpile.
35:29
When he raised this topic again
35:31
a few days ago on truth
35:33
social, he named all these other
35:35
tickers for various cryptocurrencies that the
35:37
people around him have economic interests
35:39
in and said, oh, it's going
35:41
to involve all of these too.
35:43
And a lot of people in
35:45
the crypto world said, no, we
35:47
love Bitcoin. Bitcoin is the most
35:49
established of these assets. It's the
35:51
one that has the kind of
35:53
longest term potential. So, you know,
35:55
don't fill your government coffers with
35:57
Cardano. about a Bitcoin strategic reserve,
35:59
I had actually heard of this
36:01
before because am I right David
36:03
that Al Salvador also built a
36:05
Bitcoin strategic reserve? Yeah, and actually,
36:07
you know, other countries are exploring
36:09
this too. I mean, there are
36:11
various states where there's proposed legislation
36:13
pending that would create Bitcoin reserves,
36:16
but it tends to be focused
36:18
on Bitcoin, which to be clear
36:20
is by far the most valuable.
36:22
cryptocurrency and the one with the
36:24
longest track record. Right. So I
36:26
had at least heard of the
36:28
idea before, but then in this
36:30
post that Trump makes on True Social
36:32
on Sunday, he says, we also want
36:34
to put Solana XRP and Cardano into
36:36
this strategic reserve. David, can you give
36:39
us a little bit of flavor about
36:41
what Solana XRP and Cardano are? So
36:43
these are three examples of what people
36:45
in the crypto world call alt-coins, which
36:47
are, you know, cryptocurrencies that are a
36:50
little bit out of the kind of
36:52
mainstream of Bitcoin. But these are cooler.
36:54
They play smaller clubs. They're not your
36:56
Madison Square Garden crypto currencies. But these
36:59
are not, this isn't like, you know,
37:01
some random coin that got invented a
37:03
day ago. I mean, XRP that's run
37:05
by a company called Ripple, which has
37:07
been a huge player in the crypto
37:10
world for a long time, had this
37:12
really important legal battle with the SEC.
37:14
Solana is one of the top cryptocurrencies.
37:16
It's a competitor to Ethereum. It's the
37:19
platform on which the Trump and Malania
37:21
meme coins were built, perhaps not
37:23
coincidentally. And then Cardano was created by
37:25
a guy who has been a huge
37:28
player in crypto for a long time,
37:30
was involved in the early Ethereum movement.
37:32
So like, these aren't crazy coins, but it's
37:35
a little bit weird to talk about. putting
37:37
them in a government stock pile. It's one
37:39
thing to say these are alt coins that
37:41
have been around a while, they're in fairly
37:44
wide distribution, and another thing to say there
37:46
is strategic value to the United States in
37:48
accumulating a huge stockpile of these things. Yes,
37:50
and I mean like with a lot of
37:53
things that Trump says it's not clear how
37:55
serious he was because he says things sort
37:57
of off the cuff. I mean his first...
37:59
you know, named those kind of three
38:02
tickers and then there was another, another
38:04
treat we was like, oh, also Bitcoin
38:06
and Ethereum will be in it too,
38:08
as if as like an afterthought, you
38:10
know. And so it's tough to read,
38:13
you know, what he's actually saying. The
38:15
other, the other thing that's not clear
38:17
at all. I mean, he said on
38:19
the campaign trail he would create a
38:22
Bitcoin stockpile built on Bitcoin that the
38:24
government already owns, because we've seized a
38:26
lot of Bitcoin from criminals over the
38:28
years. All he said on the campaign
38:30
trail was, we're going to draw a
38:33
box around the Bitcoin we already have
38:35
and not sell it. It's very different
38:37
from saying we're going to hit up
38:39
the open market and buy a ton
38:42
of salana. Yeah, how would that actually
38:44
work in practice? Because I understand that
38:46
the United States does have this Bitcoin
38:48
that it's seized from people who commit
38:50
various crimes and is presumably keeping in
38:53
some secure wallet somewhere. to acquire new
38:55
crypto assets would they just like go
38:57
on to like coin base and buy
38:59
a bunch and like keep it in
39:02
a vault in the treasury building or
39:04
like how would we actually go about
39:06
this as a country? Well when you
39:08
buy a big tranche of cryptocurrency as
39:10
like a huge institution you're usually doing
39:13
it as what's called an over-the-counter trade
39:15
where you're sort of dealing directly with
39:17
another person that you're buying it from
39:19
and the idea is to try to
39:22
like limit the impact. like the Treasury
39:24
Secretary will log on to his coin
39:26
base account and just start hitting the
39:28
buy button. But how would those purchases
39:30
be funded? I mean, none of this
39:33
has been fully explained. And obviously, any
39:35
government spending raises the possibility of tax
39:37
increase or spending some of these perhaps
39:39
imaginary dose savings that we've supposedly been
39:42
accumulating. And so it's all really confusing.
39:44
Yeah. How are people in the crypto
39:46
community responding to this idea of a
39:48
strategic crypto reserve? The response has been,
39:50
I think, fairly negative from a lot
39:53
of people who you might have expected
39:55
to be supportive of it. And that's
39:57
because there's sort of a feeling in
39:59
the crypto world that Wow, this might
40:02
actually be a little bit of a
40:04
conflict of interest. It's like a bunch
40:06
of people are discovering that that's a
40:08
problem in the Trump kind of political
40:10
universe. You know, people are noticing, oh,
40:13
Brad Garlinghouse, the chief executive of Ripple,
40:15
spent a lot of time at Maralago
40:17
before the inauguration and was a huge
40:19
donor to Fairshake, the big crypto pack,
40:22
and suddenly the signature cryptocurrency used by
40:24
Ripple XRP is going to be in
40:26
the crypto reserve. And so people have
40:28
become suspicious of those sorts of behind-the-scenes
40:30
maneuverings and there's also just a lot
40:33
of like loyalty to Bitcoin in the
40:35
crypto world still and in a sense
40:37
that you know we should be treating
40:39
Bitcoin differently from this other stuff. It's
40:42
like it's not all that different than
40:44
if Mark Zuckerberg spent a lot of
40:46
time with Trump at Maralago and then
40:48
President Trump announced that we were going
40:50
to create a strategic Facebook stock reserve
40:53
of just shares of Facebook, right? I
40:55
don't really think there's much difference between
40:57
those things that is likely to happen
40:59
if... And when this strategic crypto reserve
41:02
is created, is that anything that is
41:04
in the basket of stuff that we
41:06
stockpile as a country will become more
41:08
valuable just by virtue of the fact
41:10
that we are stockpiling it as the
41:13
United States government. Yeah, I mean, this
41:15
stuff became more valuable by virtue of
41:17
the fact that Trump tweeted about it,
41:19
right? I mean, the prices of these
41:22
assets immediately went up, though I think
41:24
some of those gains have been paired
41:26
back since then. But yes, I mean,
41:28
there's like a concrete market of effect.
41:30
If someone starts buying a lot of
41:33
an asset, the price will go up,
41:35
so that will happen. But the symbolic
41:37
statement of the US putting its government
41:39
seal on Cardano would be big for
41:42
anyone who currently holds Cardano. Right. And
41:44
I was surprised to see some of
41:46
the people coming out in the crypto
41:48
industry against this proposal. Brian Armstrong, the...
41:50
co-founder and CEO of coin base made
41:53
a post basically saying that just having
41:55
Bitcoin in the strategic reserve quote would
41:57
probably be the best option He didn't
41:59
want all these other coins included Tyler
42:02
Winklevos one of the biggest Bitcoin investors
42:04
in the world also said that he
42:06
doesn't think other Crypto coins should be
42:08
in the strategic reserve is a bad
42:10
idea. And I just want to read
42:13
you a line from this because I
42:15
think it illustrates some of where these
42:17
people are coming from. He writes, a
42:19
crypto reserve would transform Bitcoin from an
42:22
apolitical asset into the placing of the
42:24
government subject to Washington's political cycles. Bitcoiners
42:26
were never ones to hitch their wagon
42:28
to the government, and they shouldn't start
42:30
now. So it seems, David, like there's
42:33
essentially this coalition of more libertarian crypto
42:35
supporters who think... We actually don't want
42:37
to be embraced by the federal government
42:39
in this way because that could undermine
42:42
some of the sort of libertarian ideology
42:44
of the initial crypto wave. Yeah, I
42:46
mean, like you said, Nick was opposed
42:48
even to the idea of a Bitcoin
42:50
reserve before this whole notion of a
42:53
crypto reserve came up. And so it's
42:55
definitely been divisive. I mean, crypto, Bitcoin
42:57
started as this, you know, renegade economic
42:59
movement. And so... to be kind of
43:01
begging the government to like buy up
43:04
a huge stockpile so that the price
43:06
goes up seems sort of antithetical to
43:08
a lot of those principles and you
43:10
know most people in the industry don't
43:13
really care about those principles anymore but
43:15
some still do. Well let's talk about
43:17
this more cynical take that this is
43:19
all just kind of a self-enrichment scheme
43:21
by the Trump administration. I know about
43:24
the Trump meme coins, we've talked about
43:26
those, I know that a lot of
43:28
Trump's supporters and friends are heavily invested
43:30
in the crypto industry, but what do
43:33
we actually know about the Trump family's
43:35
personal interests in crypto beyond this small
43:37
set of meme coins? Like I've seen
43:39
Eric Trump tweeting on and off about
43:41
crypto and various coins that he's interested
43:44
in. Do we know much about... the
43:46
Trump family's overall exposure to the crypto
43:48
markets. So we don't have a window
43:50
into like Eric Trump's personal crypto portfolio?
43:53
But what we do know is that
43:55
World Liberty Financial, the crypto business that
43:57
the Trump family helped start last year,
43:59
in which it profits directly from, has
44:01
over the last few months accumulated a
44:04
huge stash of various cryptocurrencies. It was
44:06
supposed to launch some sort of crypto
44:08
application, defy project. That hasn't come to
44:10
fruition yet, but this firm is sitting
44:13
on a huge stash of tokens. So
44:15
there's arguably like a financial. benefit for
44:17
the Trump family and seeing those tokens
44:19
rise in value. Right. And some of
44:21
the people that President Trump has tapped
44:24
to lead crypto policy efforts in the
44:26
federal government, also have invested at various
44:28
points in crypto stuff. David Sachs, one
44:30
of Trump's advisors, has made some crypto
44:33
investments over the years. He's said that
44:35
he's divested from those to prevent conflicts
44:37
of interest, but there are other people
44:39
in the administration who presumably still do
44:41
have active investments in these categories. So
44:44
what do people in crypto think of
44:46
the argument that this is all just
44:48
a bunch of insiders trying to use
44:50
the powers of the government to enrich
44:53
themselves? People in the crypto world are
44:55
super cynical and love enriching themselves at
44:57
all times, but they're also super paranoid
44:59
and suspicious and are constantly convinced that
45:01
there's some sort of conspiracy to screw
45:04
them over. And so, you know, those
45:06
two instincts have kind of clashed and
45:08
you can sort of see the internal
45:10
battle playing out in a lot of
45:13
crypto people who like Trump where they
45:15
ignore the conflict of interest that benefits
45:17
them when it means SEC suits getting
45:19
dropped, but they pay attention to it
45:21
when it means that like... their favorite
45:24
crypto didn't make it into the reserve,
45:26
but someone else's did. And so I
45:28
think that's sort of the like conflict
45:30
that's playing out in the industry and
45:33
why there's been some public backlash. Yeah.
45:35
So how likely do we think the
45:37
strategic crypto reserve is to actually happen?
45:39
Does Congress need to do anything? Can
45:41
Trump just do this on his own
45:44
by executive action? Like, what are we
45:46
going to see in the next couple
45:48
of weeks and months? Yeah, I mean,
45:50
you know, the way crypto people have
45:53
sort of made this distinction have sort
45:55
of made this distinction is, is, is,
45:57
is, is, is, And if it's a
45:59
stockpile, what they mean is we're just
46:01
keeping the crypto we already have, and
46:04
if it's a reserve, that means we're
46:06
buying more crypto on the market. I
46:08
don't think there's anything inherent in those
46:10
words that means those things, but that's
46:13
how crypto people talk about it. And
46:15
so if the Trump administration goes the
46:17
stockpile route and just keeps the Bitcoin
46:19
it already has, that won't require any
46:21
spending. That just requires a change in
46:24
policy. Let's stop trying to sell this
46:26
stuff. You know, as far as we
46:28
know, the government doesn't actually own any
46:30
cardano right now, so it would actually
46:33
have to buy it to put it
46:35
in the reserve. If the government goes
46:37
that direction, then yeah, I mean, there's
46:39
a question of how you would fund
46:41
that. Congressional appropriation is the most obvious
46:44
route, especially if it's a huge purchase,
46:46
but since the summer, people in the
46:48
crypto world have floated like various kind
46:50
of out there legal ideas about how
46:53
maybe Trump could kind of push this
46:55
through on his own. Okay, so DIY,
46:57
obviously a lot of what's getting attention
46:59
in crypto these days is related to
47:01
meme coins and strategic reserves and whatnot,
47:04
but there's also some quieter, because it's
47:06
not frankly that interesting. One of them
47:08
is this stable coin bill that actually
47:10
looks like it might pass with bipartisan
47:13
support. Tell us about that. So one
47:15
of the big priorities of the crypto
47:17
industry in this administration is to... basically
47:19
convert all the political goodwill it has
47:21
into legislation and there are two key
47:24
pieces of legislation that the industry wants
47:26
to advance. One is this stable coin
47:28
bill which would essentially create rules for
47:30
you know stable coin companies to sort
47:33
of operate in the US. Wouldn't do
47:35
anything super crazy but it would just
47:37
you know essentially create a regulatory framework
47:39
for stable coins that would sort of
47:41
put in some way the kind of
47:44
government seal of approval on this branch
47:46
of the crypto industry which is super
47:48
important. And so that's something that the
47:50
industry has been pushing for. and which
47:53
you know critics say look I mean
47:55
this could be like a kind of
47:57
gateway drug to the US allowing other
47:59
even more dangerous crypto stuff to kind
48:01
of seep into the mainstream economy so
48:04
that's that's the first priority the second
48:06
priority is a market structure bill and
48:08
basically what that means is legislation that
48:10
would strip power away from the SEC,
48:13
which has obviously been super hard on
48:15
crypto, and give it to the CFTC,
48:17
the much kind of weak or less
48:19
aggressive agency. So those are the sort
48:21
of the two big legislative things that
48:24
crypto people want to do. So I
48:26
want to bring this back to the
48:28
question of the information gap that exists
48:30
in crypto right now. experience and maybe
48:33
your experience too is that the people
48:35
who understand crypto the deepest who can
48:37
talk about the L2s and the stable
48:39
coins and the decks is most of
48:41
them are invested in crypto in some
48:44
way which is why they have taken
48:46
the time to understand all the extremely
48:48
complex parts of the crypto ecosystem but
48:50
what worries me about that is that
48:53
there is essentially no principled opposition left
48:55
it seems to me in Washington DC
48:57
the people who are making the policy
48:59
who are having the debates about the
49:01
policy They all come from the same
49:04
universe of people who are bullish by
49:06
and large about crypto. Maybe they have
49:08
some disagreements about which crypto assets should
49:10
be included in a strategic reserve or
49:12
exactly how some regulations would be written.
49:15
But there doesn't seem to me to
49:17
be anyone left in Washington who knows
49:19
what they're talking about and can stand
49:21
up to some of these schemes from
49:24
the industry. Is that an accurate read
49:26
of the situation? Yeah, I mean, partly
49:28
this is a function of the changing
49:30
administration. I mean, partly this is a
49:32
function of the changing administration. I mean,
49:35
there were a huge number of people
49:37
in Washington who knew about crypto and
49:39
were in positions of power. I mean,
49:41
Gary Gemsler himself taught an MIT course
49:44
on MIT course on crypto. Now he's
49:46
out and the crypto people sort of
49:48
have have the run of the town.
49:50
I also think there's an element of
49:52
fatigue here that parallel. kind of like
49:55
the broader fatigue over what's going on
49:57
with Trump. I mean, some of the
49:59
loudest crypto critics, you know, people like
50:01
the actor Ben McKenzie, who was super
50:04
vocal during the last kind of bull
50:06
run and crypto crash, you know, those
50:08
people sort of feel like they made
50:10
their point. I mean, they were screaming
50:12
about how dangerous crypto was and then
50:15
the whole thing crashed and Sam Bankman
50:17
freed went to prison and they were
50:19
proved right in a lot of ways.
50:21
And maybe part of that is just
50:24
the assumption that when that crash happened,
50:26
it seemed like the people who were
50:28
affected were the ones that had decided
50:30
to take the gamble on crypto, whereas
50:32
people who just ignored the whole thing
50:35
were basically fine. And so maybe that's
50:37
why people are sort of prioritizing their
50:39
energy a little bit differently. What I
50:41
think is concerning though is what you
50:44
said, which is, look, if we pass
50:46
a stable coin bill in this country,
50:48
if crypto becomes sort of more connected
50:50
to the main economy, then all of
50:52
a sudden if there's another crash, if
50:55
there's another crash, normal people might start
50:57
to feel a pain. Yeah, absolutely. Crypto
50:59
used to be walled off from the
51:01
real economy, and it still is in
51:04
a lot of important ways, but that's
51:06
beginning to change. The walls are coming
51:08
down. We already have a Bitcoin ETF.
51:10
You know, we could have an XRP
51:12
ETF soon, a Solana ETF. I mean...
51:15
that just creates more avenues for people
51:17
to put their kind of like traditional
51:19
savings into crypto. If your employer tells
51:21
you that they're gonna start paying you
51:24
in Cardano, look for another job. That's
51:26
what I'm gonna say. I will say
51:28
that I think there's also an element
51:30
of complexity here that makes it very
51:32
hard for people who are not spending
51:35
hours a day trying to keep up
51:37
with what's going on on crypto to
51:39
make sense of it all. It reminds
51:41
me a little bit of what happened
51:44
on Wall Street during the financial crisis
51:46
where you suddenly had these assets that
51:48
no regular people had ever heard of,
51:50
mortgage-backed securities, credit default swaps, like synthetic
51:52
bonds, like these things that were very
51:55
esoteric and hard to understand, all of
51:57
a sudden became quite important and the
51:59
people who understood. them had been trading
52:01
them for years trying to make a
52:04
bunch of money but they had not
52:06
been sharing that information because it was
52:08
not in their interest to share that
52:10
information. They didn't want us to know
52:12
what was going on. And so my
52:15
fear is that there's something similar happening
52:17
in crypto right now where the people
52:19
who really understand this stuff are making
52:21
a killing on it possibly at the
52:24
expense of the rest of us. Yeah.
52:26
Yeah and you know the complexity was
52:28
a barrier to regular people getting into
52:30
it for a long time. But you
52:32
know, with these ETFs coming onto the
52:35
market, you know, suddenly there's a way
52:37
for you to buy this from your
52:39
brokerage account, to have it kind of
52:41
factored into your retirement investments, it just
52:44
increases the level of exposure. Yeah. Well,
52:46
DIY. Thanks for coming on. Do you
52:48
have to see you? YVM. Thanks for
52:50
having me. When
52:53
we come back, we'll follow up
52:55
on our episode about vibe coding
52:57
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53:00
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make me feel things that I
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don't feel from anyone else? I
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absolutely love spelling bee. The Times
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I've had longer than anyone outside
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nyimes.com/ games. Subscribe by March 16th
54:25
to get a special offer. Well
54:28
Casey a couple weeks ago on
54:30
the show we talked about AI vibe
54:32
coding This is this idea of using
54:34
AI tools to Build apps and websites
54:37
and other things for yourself even if
54:39
you don't know how to code I
54:41
talked about some of the projects I'd
54:44
been building I built you a hot
54:46
tub time machine for your hot tub
54:48
and we asked listeners to Tell us
54:50
what kinds of projects they were vibe
54:53
coding in case we got a lot
54:55
of responses. We got so many responses.
54:57
I'm told it was more than 60
55:00
in all and it was so fun
55:02
to read through these. Some of the
55:04
people who wrote in had some amount
55:07
of technical expertise and it does seem
55:09
like the more technical expertise they
55:11
had the further they were able
55:13
to get. But we were also
55:15
hearing for people who had never coded
55:17
before and were just trying to. about
55:20
my vibe coding experience and I also
55:22
got just like a ton of feedback
55:24
emails comments text from people who said
55:27
I was pretty skeptical about these tools
55:29
maybe I hadn't used them in a
55:31
while but after I read your article
55:33
or heard your segment I went out
55:36
I tried this stuff I built something
55:38
so I do think that there's something
55:40
about having this first-hand experience encounter with
55:42
this technology that is persuasive in a
55:45
way that like two guys yacking about
55:47
it or not. Yeah, and for what it's
55:49
worth, after we had that conversation, I went back
55:51
to my house and I got out my laptop
55:53
and I attempted a vibe code. Yeah, what did
55:56
you vibe code? I made a little platformer video
55:58
game with a frog in a bathrobe. around various
56:00
platforms collecting coins. I realize that sounds
56:02
absurd. The absurd thing was I was
56:05
able to make that. Yeah. Because I
56:07
just typed a few words into a
56:09
box. It works. Now is it a
56:11
very fun video game? No, but like
56:13
it exists. That's amazing. It is amazing.
56:16
Wait, can I play it? Absolutely. What's
56:18
it called? It's called Frog and Bathrobe.
56:20
Okay, so before we hear about our
56:22
listeners. Vibe coding experiments. I should also
56:24
check on the status of the hot
56:27
tub time machine. How's it doing? Well,
56:29
you know, first of all, I have
56:31
to say thank you. It was very
56:33
kind of you to spend some time
56:35
in your busy life creating a program
56:38
that would attempt to instruct me when
56:40
to instruct me when to put various
56:42
chemicals and do other forms of maintenance,
56:44
like after I'd own my hot tub
56:46
for a week. So. So fortunately the
56:49
emails have slowed down a bit, but
56:51
it did introduce some questions into my
56:53
mind about the reliability of hot time
56:55
machine. Yeah, well I'm sorry about that
56:57
and I have not looked into that
57:00
because frankly I wouldn't even know how
57:02
to start debugging something like this. This
57:04
is one of the like weird things
57:06
about vibe coding is that you can
57:08
create something that works sort of. But
57:10
if it ever breaks, you have no
57:13
idea what you're doing. You just have
57:15
to kind of like poke at it
57:17
and say like fix it. Which is
57:19
the exact approach I take to home
57:21
maintenance. I just, if it breaks, oh
57:24
boy. I'm vibrating in the house all
57:26
day, but then, uh-oh, this stopped working.
57:28
Why can't, why is the ice maker
57:30
making ice? I don't know. I vibe
57:32
assembled an IKEA shelf the other night.
57:35
Let me tell you. Don't stand underneath
57:37
it during an earthquake. That's what I'll
57:39
say about that shelf. Okay, let's get
57:41
to our listeners and let's hope that
57:43
they are doing a little bit better
57:46
than we are with our vibe coding
57:48
experiments. Let's do it. First of all,
57:50
the app I made is a speed
57:52
reader for myself and for my dyslexic...
57:54
ADD friends who can't read without jumbling
57:57
up letters and words and losing focus
57:59
altogether. How it works is you paste
58:01
text in, say, from an article, and
58:03
it displays one word at a time
58:05
at around 400 words per minute versus
58:08
250 words per minute for Normies. I'm
58:10
not a coder, but I did run
58:12
the product team at my last startup,
58:14
and the experience was so similar to
58:16
working with a developer. The better I
58:19
defined the project up front, the better
58:21
the better the better the results. If
58:23
I started with a loose definition, it
58:25
could become really laborious, again, just like
58:27
working with a real developer. Thanks for
58:30
letting me share, keep up the great
58:32
work. So Kevin, how did you understand
58:34
what Mike has built? So this is
58:36
interesting because it's similar to things that
58:38
I think have been around for a
58:41
number of years, which are these speed
58:43
reading apps that basically take blocks of
58:45
text, whether it's an article or a
58:47
book or just a long email, and
58:49
they basically do what is called what
58:52
is called rapid serial visual presentation or
58:54
RSVP, which is basically flashing one word
58:56
at a time on your screen very
58:58
quickly. So instead of like reading left
59:00
to right, you're basically just like getting
59:03
the sort of fire hose directly at
59:05
you. You don't have to move your
59:07
eyes at all. It's just sort of
59:09
one word after another. and people who
59:11
swear by these apps, I've never been
59:14
a big user of them, but people
59:16
swear it helps them read much faster,
59:18
it could also be helpful for something
59:20
like dyslexia where it maybe helps you
59:22
avoid transposing letters and getting confused that
59:25
way. So I love this. You know,
59:27
we hear from listeners sometimes who want
59:29
us to talk more about accessibility issues
59:31
and technology, and maybe one reason why
59:33
we don't talk about it more is
59:35
that it is a topic that platforms
59:38
generally give short shrift to, right? We
59:40
do not see huge investments being made
59:42
in accessibility software. And so this feels
59:44
like a perfect use of vibe coding.
59:46
You are scratching your own itch. You
59:49
are building the thing that you cannot
59:51
trust the company to build for. to
59:53
you and now you have a tool
59:55
that is maybe going to be useful
59:57
to folks who have dyslexia and ADHD.
1:00:00
Yeah, I... I should say I also
1:00:02
think this is a great idea and
1:00:04
I think it also demonstrates how disruptive
1:00:06
vibe coding could be because there are
1:00:08
speed reading apps that work basically as
1:00:11
Mike described that are out there on
1:00:13
the market that you have to pay
1:00:15
for. And so you could go download
1:00:17
one of those and maybe it'll be
1:00:19
a little more polished and have a
1:00:22
few more features or you could just
1:00:24
make one yourself for whatever subscription vibe
1:00:26
coding product you're using and build your
1:00:28
own that you can use over and
1:00:30
over again for free. Yeah, very interesting.
1:00:33
My name is Lauren Buell, and I'm
1:00:36
a full-time practicing anesthesiologist based in Hanover,
1:00:38
New Hampshire, and I started vibe coding
1:00:40
with Claude back in November of 2024
1:00:43
and created this app called Consulcraft that
1:00:45
uses adaptive AI to simulate anesthesiology case
1:00:47
discussions and provide real-time feedback that's based
1:00:50
on case scripts and answers that are
1:00:52
written by me. And I have no
1:00:54
coding experience, and just a very basic
1:00:57
understanding of the command line, so it
1:00:59
took me about six weeks. And now
1:01:01
it's been about three months of adding
1:01:04
new features in cases weekly, including a
1:01:06
database so I can save transcripts for
1:01:08
research. And, you know, I expected to
1:01:11
hear mostly from my residents who were
1:01:13
using it to prepare for their oral
1:01:15
board exams, but I've also gotten a
1:01:18
lot of positive feedback from colleagues who
1:01:20
say things like, you know, I haven't
1:01:22
really done that particular case in a
1:01:25
while in the operating room and this
1:01:27
was a nice refresher. You know, which
1:01:29
has been really great to hear and
1:01:32
really unexpected and really unexpected. Anesthesiologist did
1:01:34
not put me to sleep. No, this
1:01:36
perked me right up. So explain what
1:01:39
Lauren has built here. Okay, so I'm
1:01:41
looking at Lauren's app right now. It's
1:01:43
very pretty. It's called console craft and
1:01:46
it is, it looks like basically a
1:01:48
case simulator where you can say something
1:01:50
that I don't understand. Like say you
1:01:53
have a trans-carotid artery revascularization for carotid
1:01:55
stenosis stenosis. I do have that. Click
1:01:57
on that and you can go into
1:02:00
like. a tutor mode where it explains
1:02:02
the case a 77-year-old man
1:02:04
with history of hypertension, something
1:02:06
else I can't pronounce,
1:02:09
and diabetes malitis presents to
1:02:11
the ED with an episode
1:02:13
of right-sided amorosis. Few jacks.
1:02:15
Wasn't amorosis in the first
1:02:17
Trump administration? That's omorosa. Oh,
1:02:19
that's right. So it basically
1:02:21
says, like, what do you
1:02:23
think of this case? And
1:02:25
then you can type your
1:02:27
response and get some feedback,
1:02:29
or there is a voice
1:02:31
mode. This is very cool.
1:02:33
Yeah. And I get why
1:02:35
this took Lauren six weeks
1:02:37
to build. It is not a
1:02:40
simple tool, but I can see
1:02:42
how this would be quite useful.
1:02:44
Absolutely. Absolutely. in our
1:02:46
professional lives where we feel like
1:02:48
if only we had a tool
1:02:50
like this, it would make my
1:02:52
life so much easier. Up until
1:02:55
now, if you couldn't write software,
1:02:57
you probably couldn't do much about
1:02:59
this, certainly not in the digital
1:03:01
realm. But Lauren figured out, you
1:03:03
know what, in the digital realm,
1:03:05
but Lauren figured out, you know
1:03:08
what, I'm going to apply myself,
1:03:10
but all of my colleagues, this
1:03:12
is just a great example, of
1:03:14
the potential, products that I thought were
1:03:16
only useful for me, like this tool to
1:03:18
help me recommend what to pack for my
1:03:20
kids lunch. And I put it out there
1:03:22
in my story that I built this and
1:03:24
I started hearing from people saying, can
1:03:26
I get access to this tool? So
1:03:28
it turns out that if you build
1:03:30
something just for yourself, there's probably at
1:03:32
least a few other people in the
1:03:34
world who could benefit from it too.
1:03:36
So true. Let's hear from our next
1:03:39
listener. Hey Kevin and Casey, this
1:03:41
is Matt. I'm a graphic designer, I
1:03:43
live in Los Angeles, and I've been
1:03:45
vibe coding for like six months.
1:03:47
I created a project called
1:03:49
Flavor Finder with Claude, and it's
1:03:51
a combination of the data set
1:03:54
of the Flavor Bible, which is
1:03:56
an excellent cooking reference, along with
1:03:58
the UI of a color palette.
1:04:00
generator. So you can kind of go
1:04:02
one by one and you can build
1:04:04
the palate as you go or you
1:04:07
can just push generate and it will
1:04:09
create a five ingredient flavor pairing that
1:04:11
all the ingredients pair well together. You
1:04:13
can lock ingredients and substitute, move them
1:04:16
around. It's actually been a really fun
1:04:18
way to discover a new stuff in
1:04:20
the kitchen. Another exercise that I do
1:04:22
with a lot of the LLLMs is
1:04:25
something I call rosham toe. It's a
1:04:27
combination of the two worst games of
1:04:29
all time. Tic-tecto and rock paper scissors.
1:04:32
And I just say, hey, create a
1:04:34
little playable web app for me combining
1:04:36
these two games. They're so bad, make
1:04:38
something fun. I have to say, unfortunately,
1:04:41
it's struggled to create anything that's very
1:04:43
entertaining, but it is an interesting way
1:04:45
to kind of observe how an LLLM
1:04:47
is thinking. And I should just. Start
1:04:50
by announcing that the New York Times
1:04:52
Company has acquired Rochamto for a billion
1:04:54
dollars. So here's flavor finder and if
1:04:56
you, you see some ingredients that might
1:04:59
work well together here, watercrest, pineapple, pork,
1:05:01
shallot, and olive oil and you can
1:05:03
just have it sort of generate like
1:05:06
different combinations of things that fit the
1:05:08
taste profile that you're looking for that
1:05:10
you're looking for. Look, I am not
1:05:12
a good enough home cook to take
1:05:15
advantage of something like this, but I
1:05:17
know a lot of people probably are.
1:05:19
I might try this. I think you
1:05:21
should. The next step beyond vibe coding
1:05:24
is vibe cooking. And I would like
1:05:26
to challenge him to a game of
1:05:28
rochampto. All right, next one comes to
1:05:30
us from listener Zach. And like Kevin,
1:05:33
I was once a young nerd who
1:05:35
bounced off of coding in exchange for
1:05:37
photography and flesh and dream waiver and
1:05:40
all that. And lately I've been using
1:05:42
like a combination of ChatchebyT and Claude
1:05:44
and Deep Seek. to help me write
1:05:46
these little custom shell or Python scripts
1:05:49
that helped me with some mundane photo
1:05:51
tasks. For example, I had a recent
1:05:53
job where I had almost a thousand
1:05:55
images that needed to be renamed based
1:05:58
on the subject, moved into sub folders,
1:06:00
based on the name, and exported from
1:06:02
their layered Photoshop file into like jepags
1:06:04
and tips, different file sizes. It was
1:06:07
a whole mess. And AI helped me
1:06:09
write a script to automate this organization
1:06:11
process. It even tried to make a
1:06:13
Photoshop script to help the export, but
1:06:16
it was pretty bad that language. But,
1:06:18
you know, of course, with all the
1:06:20
debugging, it probably took twice as long
1:06:23
as it would have taken to do
1:06:25
manually, but it was a lot more
1:06:27
fun. And now I have this cool
1:06:29
script I can tweak in the future.
1:06:32
Thanks. Yeah, so I feel like a
1:06:34
question that we never quite answer enough
1:06:36
is like... What do we actually want
1:06:38
AI for? And to me, an answer
1:06:41
to that question is most people's lives
1:06:43
are filled with unimaginable drudgery and things
1:06:45
that take so long and are so
1:06:47
tedious and require zero creativity, really none
1:06:50
of their human skills whatsoever, and Zach
1:06:52
found himself in exactly this situation, right?
1:06:54
He has a thousand photos, he needs
1:06:57
to manipulate them, it's gonna take forever,
1:06:59
but can he just vibe code a
1:07:01
solution that takes him twice as long
1:07:03
to do as if he addressed on
1:07:06
it himself? And I think he's. being
1:07:08
a little facetious about this because it
1:07:10
does seem like this is a process
1:07:12
that he does frequently. And so this
1:07:15
tool will help him save time in
1:07:17
the future. Yes, there is some setup
1:07:19
cost to building this tool for yourself.
1:07:21
But if this is something that you're
1:07:24
planning to do over and over again,
1:07:26
it may actually make sense to build
1:07:28
a tool rather than doing it manually
1:07:31
every time. Yeah, absolutely. And honestly, like,
1:07:33
to me, the sort of like. BS
1:07:35
I want to deal with is wrangling
1:07:37
with the computer rather than like the
1:07:40
tedium of doing it myself. You know,
1:07:42
I'm happier trying to create the tool
1:07:44
that hopefully has multiple uses in it
1:07:46
than I am just being like, well,
1:07:49
it'll be faster if I just manually
1:07:51
rename a thousand photos. Right. And I
1:07:53
think the part of Zex response that
1:07:55
I've just... resonate with so much is
1:07:58
the joy of it. I mean, this
1:08:00
is something that I got a lot
1:08:02
of blowback on when I published my
1:08:04
call. People said, oh, does any of
1:08:07
this stuff actually work? Does it actually
1:08:09
save you time? How hard is it
1:08:11
to actually, you know, decide what to
1:08:14
put in your kid's lunchbox yourself, you
1:08:16
lazy jerk? And I understand that, like, I
1:08:18
think for me, the point of vibe coding
1:08:20
is not pure efficiency. It is
1:08:22
not pure efficiency. It is also like.
1:08:24
Discovery and exploration and just I
1:08:27
find it very fun to watch the
1:08:29
code fly past as the computer goes
1:08:31
to work building something for me. Yeah,
1:08:33
to make a point that I think
1:08:36
is sometimes underappreciated, it is fun to
1:08:38
learn and it is fun to make
1:08:40
things. Yes. And these tools help people
1:08:42
learn to make things. Yes. Yeah. Thanks Zach.
1:08:45
All right. Let's hear from our last
1:08:47
vibe coding listener of the day. This
1:08:49
one is more of a request. Hi
1:08:51
Kevin and Casey. My name
1:08:53
is Ashley, I'm from Southern
1:08:55
California, and I am a
1:08:57
working mom with four kids,
1:08:59
a nine-year-old, a six-year-old, a
1:09:02
four-year-old, and a two-year-old. And
1:09:04
my vibe code idea is I
1:09:06
just need an app that goes
1:09:08
through all of the social things
1:09:11
that I'm supposed to read and
1:09:13
capture and do something with across
1:09:16
my kids' social calendars. So it's
1:09:18
like email, WhatsApp Chat, Insta Chat,
1:09:20
Insta Chat. text messages, evites
1:09:23
for the birthdays, even Facebook
1:09:25
message, I don't know if
1:09:27
that's still a thing. But
1:09:29
I just need something that's in
1:09:31
summarize, plan, give me a to-do
1:09:33
list, and put it on a
1:09:36
shared calendar, which I guess sounds
1:09:38
like something that a wife would
1:09:40
be able to do, but I'm
1:09:42
not that interested in that. So
1:09:44
if you could just vibe code
1:09:47
me a bit of a wife, that would
1:09:49
be awesome. I love the show, thanks.
1:09:51
Thank you Ashley, truly. I don't
1:09:53
know if I've ever been so
1:09:55
delighted on the show as I
1:09:57
have been listening to Ashley's children
1:09:59
stampede. through her house in the
1:10:01
background of her recording this request,
1:10:03
which I think is a great
1:10:05
request. Yeah. Also, four kids, as
1:10:07
a working mom, I'm tired just
1:10:09
thinking about it. Yeah, God bless
1:10:11
you. God bless Ashley. Now look,
1:10:13
this one is a challenge. First
1:10:15
of all, the idea is great.
1:10:17
Like I want this too, and
1:10:19
I don't even have four kids.
1:10:21
I think the challenge is, Ashley,
1:10:23
it wants many disparate services to
1:10:25
interact with each other. mostly do
1:10:27
not have ways of interacting. But
1:10:29
Kevin, as you, a more seasoned
1:10:31
vibe coder, look at this, do
1:10:33
you feel like you know an
1:10:36
approach that could work? Yes, I
1:10:38
think we can do this. I
1:10:40
don't think it is going to
1:10:42
be very straightforward, because as you
1:10:44
said, it does require the sort
1:10:46
of interoperability of a number of
1:10:48
different apps that don't natively work
1:10:50
all that well together. But actually,
1:10:52
I think we can get this
1:10:54
done for you. And it is
1:10:56
my pledge that we will do
1:10:58
our best. Tell you man, the
1:11:00
toddler's birthday party circuit is out
1:11:02
of control. It never stops. Yeah,
1:11:04
it never stops. Kids are always
1:11:06
having birthdays and there are so
1:11:08
many of them. And some say
1:11:10
no gifts and some say gifts
1:11:12
and some say gifts and some
1:11:14
are at parks and some are
1:11:16
at parks and some are at
1:11:18
zoos. And you got to keep
1:11:20
track of all of it and
1:11:22
my God, how does anyone do
1:11:24
this? How does anyone do it
1:11:26
and can it be vibe coded?
1:11:28
I will. Okay. Well, it makes
1:11:30
sense if the sort of narrative
1:11:32
arc of this show is an
1:11:34
AI trying to get you to
1:11:36
leave your wife to you mastering
1:11:38
AI to vibe code a wife.
1:11:40
That feels like a great sort
1:11:42
of season finale for the Hard
1:11:44
Fork show. I agree. Yeah. Well,
1:11:46
listen, thanks again to everyone who
1:11:48
emailed us. All of the emails
1:11:50
delighted us. We feel like you
1:11:52
guys really like trying new stuff
1:11:54
and showing us what you're trying
1:11:56
and it inspires us. So thank
1:11:58
you. So, Bring
1:12:12
along an American Express card to open
1:12:14
the door to rewards wherever you go.
1:12:16
Morning coffee run with an old friend, earn
1:12:18
cash back. Weekend getaway, earn miles. Dinner at
1:12:21
the hottest restaurant in town, you get the
1:12:23
idea. No matter the place or the plan,
1:12:25
Amex rewards your inner explorer. See
1:12:27
if you pre-qualify for an American
1:12:29
Express card with no impact on
1:12:31
your credit score. Learn more at
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American express.com at American express.com/check-4-4-dash offers.
1:12:36
Your credit score may be impacted
1:12:38
if you accept a card, terms
1:12:40
apply, terms apply. Terms Apply. One
1:12:43
more thing before we go this
1:12:45
week, Hard Fork is looking for
1:12:47
an editor, specifically someone who can
1:12:49
take the raw material of what
1:12:51
Kevin says and try to make
1:12:53
and make sense for the rest
1:12:56
of us. So if you think
1:12:58
you might have that skill set,
1:13:00
please go to nytimes.com/careers and look
1:13:02
for the Hard Fork editor job.
1:13:04
We love to talk to you.
1:13:06
Hard Fork is produced by Whitney
1:13:08
Jones and Rachel Cohn. We're edited
1:13:10
by Rachel Dry. We're fact checked
1:13:12
by Ina Alvaradoo. Today's engineeredured by
1:13:14
Chris Wood. Original music by Sophia
1:13:16
Lanman, Diane Wong, and Dan Powell.
1:13:18
Our executive producer is Jen Poiant,
1:13:20
and our audience editor is Nel
1:13:22
Gologli. Video production by Chris Shot,
1:13:24
Sawyer Roquet, and Pat Gunther. You
1:13:26
can watch this full episode on
1:13:29
YouTube at youtube.com/Hard Fork. Special thanks
1:13:31
to Paula Shuman, Kewing Tam, Dahlia
1:13:33
Hadad, and Jeffrey Miranda. You can
1:13:35
email us as always at Hard
1:13:37
Fork at Ny times.com. If you
1:13:39
happen to be in Austin, Texas
1:13:41
for South by Southwest this weekend
1:13:43
or early next week Casey and
1:13:45
I will be there catch us
1:13:47
around town. Say hi. Say hi.
1:13:49
Let's get some tacos. Let's vibe
1:13:51
code
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