Odd Lots - ASML, the Obscure Powerhouse at the Cutting Edge of Chip Technology
Episode Date: November 15, 2021This year has brought fresh awareness to the complexity of the semiconductor supply chain. Taiwan Semiconductor, the big manufacturer, has become a household name. But there's another giant that hardl...y anyone outside of the chip industry has heard of. ASML is a Dutch company that's at the cutting edge of Extreme Ultraviolet Lithography — the most advanced technology for reliably printing transistors onto a chip. If you want to produce the most advanced chips, you must buy equipment from ASML. But what do they do and how did they come to occupy this position? On this episode we speak with Chris Miller, an Assistant Professor at the Fletcher School at Tufts University, and the author of a forthcoming book about the semiconductor industry, about the company, where it came from, and the unique spot it occupies on the world stage.See omnystudio.com/listener for privacy information.
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Hello and welcome to another episode of the Odd Lots podcast. I'm Joe Wisenthall.
And I'm Tracy Allaway.
So Tracy, obviously, we've done a lot of episodes about the semiconductor industry about chips.
There's one specific, I guess I would say, subcomponent of the story that people are like,
oh, you guys got to do that, you guys got to do that, which we've yet to hit so far.
You say there's one thing that we have yet to do, but I have a feeling like this is the endless
semiconductor series. And as soon as we finish this episode, we're going to discover some other
hidden component of the semiconductor supply chain, and that's going to lead to another episode.
But yes, you're right. There is one sort of big elephant, big semiconductor thing in the room,
and that is a company called ASML.
Not to be confused with ASMR, which I always seem to do, ASML.
But hopefully for like a certain kind of person listening to an hour of people talking about chips is a type of for them ASMR.
So maybe we killed two birds with one stone.
But yes, ASML, you know, one of the things that we establish in thinking about how the chip ecosystem works,
maybe part of our characterization is Taiwan Semiconductor.
The biggest contract fabrication company in the world.
I think we sort of think of as like they're the final boss, right?
In chips, like in the end, they're like the central bank of chips.
Their capacity kind of almost dictates chip capacity overall.
There's some other companies that make chips, including Intel and global foundries,
but TSM is the big one.
But TSM has to buy equipment from others too.
You know, no one is completely self-sufficient in this industry.
And TSM is a huge client or a huge purchaser of equipment made by this company.
It's a Dutch company, ASML.
Yeah.
So you mentioned that it's Dutch.
And this is the other thing.
I mean, in addition to not really understanding what this company does or the type of equipment it's actually
making for semiconductor manufacturers like TSMC, the other thing I don't really get about
it is why is it a Dutch company?
Because the one thing I know about it is it has its origins in the U.S.
I think in the, you know, like 1980s, it sort of came out of the collapse of a bunch of U.S.
lithography firms or something like that.
And yet now it's a Dutch company that has this enormous role in the global supply chain.
It's squarely like kind of crowning.
Like, it's sort of like a kingmaker for semiconductor technology or expertise.
And I don't know.
I just have so many questions already.
I know we haven't even started.
Yeah.
I know.
I have a million questions, too.
We'll get started.
just a second. But, you know, you mentioned the oddity of it being Dutch. There's another element here. And I don't, you know, I feel like reluctant to like talking like cliches or stereotypes. But I don't really think typically. I know that's not true. No, it is true of like Northern Europe or Europe in general as being like this like cutting edge high tech hotbed for anything. When I think about tech, I think about Silicon Valley, maybe more on the consumer end. But also like, you know, obviously a long.
history. I mean, Silicon Valley for a reason. And I think about various parts of East Asia. And when I think
about the engineering prowess in Europe, hey, I don't think about tech in Europe that much. And when I do
think about engineering prowess in Europe, it's typically, I'm thinking more on the sort of like
bigger industrial engineering. So a company like Siemens or companies that are really good at
public works or trains or whatever. And I don't think of Europe as being a hotbed
of say semiconductor innovation.
I know there's probably countless, like, counter examples.
I'm just sort of thinking like it doesn't fit into my mental models of this stuff.
So it is interesting that it's Dutch.
Well, also, just when you think about the European market, like you start thinking about
the biggest companies there.
And yeah, sure, stuff like Siemens, LVMH, like luxury goodmakers.
But ASML is absolutely massive.
And like, just looking at the share price chart, it has had a huge, huge run up over the past
year or so. I mean, basically since the global pandemic, much like a lot of other semiconductor stocks,
but I mean, amazing run-up, a huge market cap. And yet it's sort of like this company that outside
of the semiconductor sphere, it doesn't seem to get that much attention. Yeah. I mean,
it's like a, it's like a third, over a $300 billion market cap. It is, it's one of the biggest
companies in the world. But not many people know about it, far from a household name. Okay, so we have a
million questions. So we got to get right into this discussion. And we have the perfect guest
to tell us about this company. We're going to be speaking with Chris Miller. He's an assistant
professor of international history at the Fletcher School at Tufts University. And he is the author of
a forthcoming book that will be out next year entitled Chip War, The Struggle for the World's
Most Critical Technology. And he can answer all of our questions about ASML. Chris, thank you
so much for joining us. Thanks for having me. Chris, what is lithography? You know,
I think like this is one of these questions that's like the word gets, it's probably come up on like every episode and I pride myself on never being too embarrassed to like ask a question.
But I think I actually was too embarrassed to ask this on some of the other episodes.
I'm like, mm-hmm, yep, lithography.
What's lithography?
So if you want to make a semiconductor device, you take a slab of silicon, you cover it with chemicals called photo resists, which are chemicals that react.
with light, and then you shoot light rays, or now extreme ultraviolet light rays, at the
silicon wafer, and the shapes that you shoot at it will form the transistors. So that's the
simplest version. Now, today, if you buy a new iPhone, the most advanced processor on it will have
10 billion transistors. So you've got to shoot extraordinarily narrow wavelengths of light
through masks that create these shapes on the silicon wafer, and the masks need to be able to
project all of these shapes onto the wafer. So making this possible at the scale of 10 billion
transistors per chip is what ASML does. Wait, how many per chip? Do you say 10 billion per chip?
That's right. A new Apple processor in your iPhone will have 10 billion transistors per chip.
Some chips that go into data centers will have more than that.
But the scale of transistors that we produce at any given year is more than the scale of all goods produced by all companies and all other industries and all of world history.
It's a tremendous number.
So could you maybe describe where ASML sits in the sort of ecosystem of the semiconductor industry?
So I gather it doesn't seem to have much competition.
But like, who does it actually supply?
And also, who does it not supply?
Like, are there people out there who try to do this on their own?
In the early days of the chip industry, companies built lithography machines in-house.
So Texas Instruments would have had its own lithography machine division, IBM.
But today, the machines are so complex and expensive that there's just a couple of companies
that make lithography machines in general and just one company, ASML, that's able to make
EUV lithography machines, which are the most advanced type.
Anyone who operates a chip fab, a facility where chips are made, has to buy lithography
equipment.
And so for the most cutting-edge chips, you've got no choice but to buy from ASML.
This is fascinating.
So whether we're talking about Intel doing its own chips or TSM or anyone else,
and we've talked with other people who talked to Stacey Razgan of Bernstein
and about the nanometer wars and all of them, if you're doing cutting-edge manufacturing,
you are a customer of ASML.
That's right.
That's right.
For the most cutting-edge lithography machines, ASML is the only supplier for slightly
less cutting-edge machinery.
Nikon of Japan is also
a competitor of ASMLs.
They have a duopoly for anything
that's not the most cutting edge.
So what is it about the technology
that makes it, I guess,
so proprietary to ASML?
Like, how did they get into a position
where they basically control it?
And what is it that they've been able to do
that others haven't?
So the challenge with UV lithography
in particular and lithography in general
is that you've got to
manage a supply chain that is extraordinarily complex.
ASML's got around 4,000 suppliers, and many of these suppliers are producing equipment
that only they can produce.
So just to give you a couple of examples, the mirrors within ASML's lithography machines,
the EUV machines are the flattest structure that humans have ever made, the flatest man-made
structure in the universe.
And when you go through the list of materials and components that you need to produce and
UV lithography machine, there are multiple parts of the system that are the most this or the
most that. And managing that is an extraordinarily complex business. If you talk to people at
ASML, they'll say our biggest engineering challenge is not actually engineering any particular
part, but engineering the supply chain, making sure that all of our suppliers are producing things
so that they all fit together, they all work together, they arrive on time. And it's hard enough
to do that with basic machinery. But when you're trying to manipulate individual atoms, which is
what ASML is able to do. It's even more complex.
Tracy, I already love this episode so much. I don't know how many things like I've learned
already in five minutes. And then the fact that like it's also a supply like, okay, obviously
there's a chip supply chain, but then the idea that the most advanced technology within
the chip is actually itself a supply chain. I'm just like, I'm already obsessed with this.
But where do they, so, okay, you mentioned that for sort of like, okay, for the very cutting edge,
is just ASML.
For slightly less cutting edge, Nikon, do you say Nikon?
That's right.
Nikon in Japan, they're also in the game.
Do other players aspire to be cutting edge,
or is there some barrier that just basically makes it
so that no one else is really trying to be at that level?
In the 1990s, which is when investment in EUV began,
Nikon made a choice not to try to commercialize UV technology.
The first physics papers on EUV actually came out of a Japanese university.
So there's plenty of optics expertise in Japan.
But ASML was the only company that was willing to bet on EUV from the 1990s forward
and capable of raising the funds and assembling the expertise.
So right now, if someone wanted to replicate what ESML's done with EUV,
it would take them a decade and billions and billions of dollars in investment.
And because the suppliers that work with ASML have exclusivity agreements with ASML,
ASML has invested in some of its key suppliers.
It's just basically impossible for anyone to break into this without replicating their entire separate supply chain.
It would take a decade to do.
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So maybe this is a good place to start talking about the history of the company and where it actually came from.
And I think that'll help us like understand some of these dynamics and how it built up.
up a competitive edge versus its, you know, non-existent or very few competitors.
But my understanding is this sort of like sprung up out of U.S. military technology of some sort.
Can you start like at the beginning?
How like, I guess this goes back to Joe's question.
What is lithography?
Why is the U.S. Army interested in it?
And how did it play into ASML's creation story?
When the transistor was first invented in the late 1940s,
In Bell Labs, in New Jersey, it was predominantly used in military devices for its first commercialization.
And there was a scientist in a U.S. Army lab named Jay Lathrop in the 1950s who was trying to find out how to miniaturize transistors,
produce them smaller and smaller so they could be put in smaller devices.
One day he and his assistant realized that they could use photorist chemicals,
these chemicals that react with light, to create shapes on the silicon and josephemy.
uranium that they were working with, and they turned their microscope that they were using the lab
upside down. So normally a microscope lets you see something small and it expands the image for your eye.
They did the opposite. They had a shape that was large and were able to project that in a smaller
version by using an upside-down microscope. And with that, they filed the first patent for photolithography
and coined the phrase in the 1950s. Over the next couple of decades, photolithography was used both by chipmakers
who were making their own machines in house. And then eventually a couple of
specialized photolithography companies emerged in Connecticut and Massachusetts. They were defense
contractors primarily, but realized they could use their specialized optics, things that they'd honed in spy
satellites and military equipment like that for the semiconductor industry. And so until the mid-1980s,
the center of the photolithography industry was in New England. But those companies faced
hard times in the 1980s. They were poorly managed. And the 1980s were a time when the Japanese ship
industry in general was rising in Nikon, as well as Canon, the two camera companies, began investing
in photolithography. For a time in the 80s and 90s, they were the dominant companies in the
industry, which the U.S. was quite worried about, worried about being too reliant on Japan at a time
of commercial and also geopolitical tension. And so U.S. chipmakers began turning to ASML,
both to diversify their supplier base, but also because ASML was able to produce very high
quality equipment as well in the 1990s. In the mid-1990s, ESML was the only company willing to
take the gamble on EUV, and since that point, it's become the dominant firm in the industry.
Have we, I just, EUV, have we established extreme ultraviolet? I don't know if we,
I just want to make sure we've established what EUV stands for.
Can I just ask, so can you explain again, what's the difference between extreme ultraviolet
and I guess non-extreme ultraviolet? So over the past,
couple of decades is we've tried to make ever smaller devices and ever smaller features on silicon
waferes. We've begun to use different and smaller wavelengths of light. And so extreme
ultraviolet has a wavelength of 13.5 nanometers. It's the smallest wavelength of light that we've been
able to use in mass production. So if you rewind several decades ago, we were using larger wavelengths
of light that were incapable of producing the small feature sizes on silicon waferes that we
demand today. One of the reasons why I think the chip episodes, well, why we've done so many
chip episodes and why they keep resonating, I think there's a few things. I mean, one is there's
the chip shortage. And it should be noted that the shortage is actually more at the, is not really
at the advanced level. It's a lot of cheap chips, et cetera. But we're starting to, the chip shortage
that relates to automobiles, et cetera, has sort of brought people a lot of awareness about
lack of domestic U.S. manufacturing capacity.
I think another reason people care about chips is obviously just the general like
explosion of chip demand, even where there isn't an acute shortage, there's chips
and everything.
And then I think the other thing that makes it sort of an interesting story right now
is that at least in the U.S. and probably elsewhere around the world, there is a rethinking
about the role of state capacity and state investment into certain space.
And of course, as we all know, the chip industry, and as you just talked about, the chip industry overall really was sort of born out of defense.
So like sort of the ultimate in state investing and government spending.
And at various times throughout U.S. history, at least, we seem to go in waves of how much the government wants to get in to protect the chip sector, to invest in the chip sector, to build and bolster a homegrown chip sector.
You mentioned the sort of stress and tension with the Japanese or reliance on Japanese companies in the 80s and 90s.
That seemed to produce a wave of sort of defensive investment.
Perhaps it could be characterized.
Talk to us about how ASML fits into that in terms of, you know, when we talked about, say, the history of TSMC.
That was clearly in part, it was a very like public sort of private venture.
There was the government backed it up under the condition that it could raise.
private foreign money as well. Talk to us about the role of like public money in the creation of
ASML. So ASML emerged first as a division of Phillips, the Dutch electronic company, and it was
spun out in 1984 at a time when the European ship industry was relatively small as a player on the
world stage. It was the US and Japan at the time that were the biggest players. And there were a
variety of Dutch and European Union programs to support R&D at ASML. But for ASML in particular,
actually, the most important government support was from the U.S. government. Because in the 1990s,
when the investments in EUV were being made, Intel, which at the time was the industry leader in
chip making, decided to take a big bet on EUV being the next lithography technology and established
a consortium of a number of private chip firms and a number of U.S. national labs,
Lawrence Livermore, for example, that would work together to produce prototype EUV machines.
And so the technology that we use today in ASML systems really comes from this work with
U.S. national labs. It was largely funded by industry, but using the scientists there.
And at the time, there was some interest in trying to turn the technology over to a U.S.
company to produce and commercialized on the grounds that it came largely out of U.S.
national labs, but there was no U.S. lithography firm at the time that was seen as a credible
candidate to commercialize it. The options were Nikon or ASML, given the tensions with Japan,
ASML was seen as the least risky option, and also they had a long track record of producing
quality machines. And so we've got this strange situation now where a lot of the core technology
in this machinery that's assembled in the Netherlands actually comes out of California.
And indeed, ASML has actually bought a number of companies over the course of the past couple of decades in California as well.
So there's a lot of U.S. technology in ASML systems partially funded by the U.S. government.
Could you imagine something like that happening today?
Like, I just think the environment is so different.
And the idea of like the U.S. government funding a technology and then deciding like, well, okay, I guess the best company to actually make this stuff is over in the Netherlands.
So we'll just let them do it and give up like a key comparison.
of a highly competitive supply chain. It just seems so so unlikely in the current environment.
Yeah, it's an interesting question. On the one hand, you do hear a lot of conversation in
Washington, D.C., about joint R&D project with allied countries. And in some ways, this is a perfect
example of this. I think the other thing is that ASML is a Dutch company. But if you look at the
components of their EV machines, for example, they're sourcing from all around Europe,
or on the U.S. and really worldwide.
So to describe them as a Dutch company misses the fact that you can't produce an EV system with, for example, the light source, which is produced by an ASML subsidiary in San Diego.
So they're a Dutch company, yes, but they're really a global supply chain that's focused on the U.S. and Europe.
So this is interesting because you mentioned that, okay, at the time that the technology was sort of, they decided ASML would be the most credible entity to commercial.
as this sort of U.S. funded technology.
There was this view that, okay, it was better them than a Japanese player, in part because
we already had anxiety about our reliance on Japanese chips at the time for other chips,
including DRAM.
How much are the same dynamics essentially in play?
When people think about the geopolitics of chips, obviously one of the things that, you know,
we talk about anxiety about how much we rely on Taiwan, there's perhaps.
perhaps some anxiety about the domestic homegrown chip industry, although China seems to be several
years behind in terms of mainland chip technology. How much does it still sort of benefit everyone,
this idea that this crucial component player is not part of either in U.S. or Asia?
That's an interesting question. I think certainly if you're a Chinese customer of ASML,
you're pleased that it's not a U.S. company. But the reality is that if the U.S. wanted to use export
controls to constrict ASML sales to China, that wouldn't be very difficult to do.
ASML already doesn't send its EUV machines to China.
In theory, that's because of Dutch restrictions.
In reality, it's because of U.S. pressure on the Netherlands to impose these restrictions.
And there's discussion in Washington and Japan, elsewhere, about whether there ought to be
stricter limits, the type of lithography machines you can sell to China.
And legally, there's nothing that would really stop the U.S. from imposing those restrictions.
unilaterally.
Is the concern that if those machines were shipped to China, that they would be able to,
that would accelerate China's semiconductor capabilities, or that literally having them in
Chinese hands would then maybe allow them to be more easily sort of deconstructed and
reverse engineered, and that would be a big knowledge transfer?
No, it's the former.
I think if you just receive an SMO machine, you have no idea how to produce it.
It's that the more advanced lithography machines you have, the more advanced shipmaking you have, the stronger the Chinese ecosystem is.
So how big of an impediment is not having access to ASML's EUV technology to Beijing's like overall semiconductor development drive?
Like, is it such an essential piece of technology that it basically means they're on a completely different footing to something like TSMC?
That's right.
For now, there's no viable.
way of producing the most advanced chips with the smallest features without using UV. There are
some scientists who think there might theoretically be ways to get around it, but for the next decade,
there's just no choice but to use ASML's machinery if you want to produce the smallest chips.
So what are, you know, let's talk a little bit more about ASML's constraints. Everyone this year is
becoming aware of like, you know, constraints and there's only so much foundry capacity in the
world at any given time, the entities that wanted to buy cheap chips that go into cars sort of got
shut out because they canceled their orders for a while, and now they're scrambling, and it might
be years before they could catch up again. So we know that that's constraints. How strained is
ASML's own capacity to grow, and where did they face? Is it just in the complexity of the supply chain?
Is it in raw materials? Like, what are their constraints? It's mostly in the supply chain complexity.
So ASML last year shipped 31 EVV machines.
So we're talking, getting one or two more machines out of their production process is something that's hard to do
because each of their suppliers is similarly constrained in the ability to ramp up manufacturing.
This isn't high volume manufacturing when you're producing 31 machines a year.
And because their supply chain has so many specialized parts solely for their machines,
their suppliers are producing 31 or so of the components needed each year.
And so there's just no way to ramp.
How many $300 billion companies in the world?
Make 31 machines?
Produce 31, make 31 units a year.
So we're talking like each one is like half a billion or something.
There's 31 of the, of EUV machines.
They also sell some of the older equipment, but they sold 395 units in total last year.
So it's still a tiny number of units.
It's still not very much.
How much is it if you or I wanted to pull together and buy a EUV machine?
Like, what are they retail for?
average revenue per UV machine last year was around 140 million euros.
Got it. Okay.
So this is something that comes up a lot in our supply chain discussions, but like how
does ordering actually work? And is there preference given to certain customers over others?
Like, you know, if one company wants to buy an EUV machine, I imagine there are plenty of other
companies that want to do the same thing for a limited supply, how does ASML actually make the
decisions about who gets allocated what. Also, how long does it take, like, what's the waiting
time to actually get one of these things? Oh, yeah. Yeah. Yeah, we don't really know the details as to
how ASML decides to allocate. The number of potential customers for a $150 million machine is
limited. I mean, it's a half dozen potential customers in the world who would be realistically
looking to buy one. But if you look at the main customers, it's TSMC, which has around half of
operating UV machines in its own fabs.
Samsung, Intel, a handful of others. And there's almost certainly a premium that DSMC has paid for
getting so many machines available. If a new company came online and wanted to buy machines,
they'd face a weight of at least a couple of years because capacity has been purchased and advanced.
Intel has said it's going to be the first customer of the next generation EUV machine,
which would be online around 2025. Presumably it's paid something for the right to get the first iteration,
but we don't know any of the details.
Speaking of Intel, and I want to back up to something we talked about earlier,
why was this never part of Intel's own ambitions?
Because, you know, over the years, I guess the degree to which Intel has wanted to be
an IP first company or a manufacturing company at Waxes and Wayans.
So at one point it was a manufacturing powerhouse.
Then it sort of scaled back that.
It was more of an IP company, and that's sort of the anxiety these days.
Now they seem to want to get back.
into being manufacturing. And the new CEO has made a point of like, we are not going to
give up on being a manufacturing powerhouse. Why was lithography or advanced lithography
never part of the Intel strategy? Well, when Intel was founded, it was founded at a time where
you could already buy lithography equipment on the open market. So they always decided they were
going to produce ships, but buy lithography machines from suppliers over their
50 years, they've been one of the biggest buyers of lithography equipment in the industry,
and the development of EUV actually wouldn't have happened without Intel.
When Andy Grove was still the Intel CEO in the early 1990s, he made the first big bet on
the development of EU lithography, putting up $200 million in early 1990s to begin to develop
this on the grounds, not that Intel was ever going to produce lithography equipment, but that
it would eventually need EUV to produce the most advanced chips.
And even as recently as 2012, when ASML needed to raise more capital to fund its development of UV,
it went to Intel, TSMC, and Samsung.
And Intel was the biggest investor in ASML at the time, putting in several billion dollars to help fund ASML's development.
So until quite recently, it seemed like Intel would be the biggest user of EV lithography machines.
It's only in the past couple of years that Intel decided, in what looks to be a mistake in hindsight,
that EUV wouldn't be ready by around now, where TSM made the opposite that that
EUV would be ready for high-value manufacturing. TSM was proved right, which is why it's done
so well the past couple of years, and Intel was proven wrong, which I think most observers think
explain some of the manufacturing problems as had in recent years by not using EUV and trying
to use older versions of lithography to produce its most advanced ships. Now Intel is changing
its plans. It says it's investing very heavily in UV.
but it's going to take a couple of years for them to learn how to actually use UV in high-value
manufacturing.
Wait, so I have a slightly related question, although maybe it's sort of reversed, I guess,
but given ASML's competitive edge in producing a key technological component for semiconductors,
could they ever have just gone into making semiconductors themselves?
Like, if they have a monopoly on this technology, no one can do it as well as them, like,
why not just start making the finished product yourself?
To make a chip, you not only need lithography, which is one of the key steps, but there are
other steps as well. You need to be able to deposit films of materials with atomic level
precision. There are different companies applied materials, for example, in California that
make that type of equipment. You need measurement equipment that can measure individual atomic
level errors in your final chips to make sure you understand what errors you have.
that's a different set of companies that makes that equipment.
So there's a lot of different specialized equipment that you need to make chips.
The cost of a new fab that, for example, TSM will build.
More than half of that cost is the equipment that goes in it.
And ASML and its lithography machines are a critical part of that,
but that's far from enough to make chips.
And ASML's specialty is really solely in lithography and not at all in deposition or etching
or the other types of equipment that you need to actually make finished chips.
This point is so fascinating to me, like, to think about like, okay, ASML, among the many extraordinary things, they also lay claim to having the flattest service in the world.
And presumably, in order to get the flattest service in the world, there are some technology, as you sort of just mentioned, that has to be able to measure flatness and actually measure if the service is not flat.
And it sort of speaks to, like, you know, we think about, like, in the U.S. these days, and there is a bill in D.C. that's designed.
to invest in, designed to bolster U.S. capacity.
And again, that's part of why you keep having these discussions, because there's this
effort underway. It's kind of bipartisan. The bill might pass. It might not pass.
But there's this sort of bipartisan interest to bolster domestic capacity.
But I don't even know what that means sometimes because obviously, as you describe,
the internationalization and complexity of the chip supply chain is so extreme.
And as we've talked about with other guests, chips cross borders a million times before they arrive in your Xbox or your iPhone or whatever it is.
Like, what does it even mean in your view just to think about like this question of like expanding domestic capacity in an industry that just is so extremely fragmented and international?
Yeah, I think the first thing is you've got to be specific as to what type of capacity you wanted to span.
domestically. Certainly the U.S. could expand production of chips domestically if it wanted to,
but that wouldn't have any effect on the reality that there's no way to buy lithography equipment,
for example, except from foreign suppliers, either Nikon or ASML. I think domestic production is a great
thing to support, but the thesis that we're going to have an entirely domestically produced
supply chain is a fantasy. The only reason that we're able to produce ships with such small
features is because we're able to take advantage of expertise from companies in many different
countries around the world. And there's no one in the industry who thinks there's any conceivable
future, even if you're to spend a trillion dollars over a decade where you'd get a domestically produced
supply chain that's anywhere near as efficient as what we've got now. You know, I think the supply chain
risk discussion is often takes place at a 30,000 foot level. And what you really need to look at is,
what are the specific components you're worried about? Are there specific suppliers you're worried
about and how can you mitigate those specific risks. But just talking about domestic versus foreign
production is not nearly specific enough to have any sort of real meaning. So we kind of mentioned
this in the intro, but again, one of the themes that comes up repeatedly on these episodes is the
idea of supply chains all the way down. So if there's a bottleneck in one thing, there's probably
a bottleneck in a component, an even smaller component that leads into that one thing. So if there's a
bottleneck in lithography equipment that's impacting semiconductors. I guess my question is,
is there a bottleneck in something that goes into the lithography machines or the EUV machines
that is preventing ASML from expanding production? It certainly could be. There's not enough
public information about ASML's supply chain to know, and it's very plausible that ASML,
despite being real experts at managing the supply chain, doesn't always know. They report having around
4,000 suppliers.
And all of their suppliers who you speak to will say they ask lots of questions about their
suppliers suppliers.
But the reality is that there are multiple orders of magnitude more suppliers of their
suppliers.
And so tracing them all down, the chain is basically impossible.
So what ASML tries to do is understand what are their biggest risks.
They've even gone so far as to purchase some of their suppliers to gain more detailed
control over managing those risks.
but they simply can't know every ultimate component
that goes into all of their suppliers' systems.
And so that's where the supply chain management
just becomes extraordinarily difficult.
Now, what they've been really good at,
I think, better than their competitors
over the past couple decades,
is managing that.
So it hasn't generally caused any sort of serious delays.
And one of the things that they're known for
with their customers is being able to deliver mostly on time
when they promise a machine.
And managing this, which is something
that no one else has been able to manage. I think the other thing to note is that, you know,
when you've got this equipment that is manipulating individual atoms or trying to control the
movement of light with extraordinary precision, it's one thing to have a machine that will do this
once or twice or sporadically. It's another thing to have a machine that will do this day and
day out operating 24 hours a day. And that's the other thing that ASML has done very successfully
over the past couple of years. It was clear as early as the 1990s that it was possible to make
a chip with EU lithography. What's been difficult is making millions of chips with the UV lithography
and doing it in a cost-effective way. And that's what ASML has really stood out, is that their machines
are rarely broken, always functioning. They need less tuning, less cleaning than their competitors.
That's what ASML has done quite well. So it's not simply managing the physics, which is very hard,
but it's also making sure that you've got this extraordinarily precise physics that's always operating in the exact way you expect it to operate.
Yeah, I'm thinking back to one of our discussions with HBS Professor Willie Shee, and I don't remember the math exactly, but if chipmaking is like a 7,000 step process, then even, you know, 99.99% execution at each step is insufficient in many cases because by the time you're down to the 7,000,
you've like basically lost all your chips.
I don't remember the exact math,
but it is interesting to think about like building up that comp,
that competence, not just in can the machine make the chip,
but can it make it over and over and over again without,
without many errors?
If you look at ASML's revenue statements,
what you'll find is they've got a growing share of their revenue coming from services,
which is servicing the machines that they operate.
They've got staff in TSM's facilities in,
in Samsung, et cetera, making sure that not only the machines are operating, but they're operating
exactly according to plan. They're not breaking down. The other thing that ASML is doing more of is
managing the software for their machines. And the way that lithography works at the scale that
we're talking about is that if you want to print a certain picture, say you want to print an X,
you don't reflect a shape of the X on your silicon because the way that light reflects, if you print
an X, you'll get something different. So you actually learn.
over time, all of the unexpected errors in light refraction and the errors in the way the chemicals
react, and you print the error version, then it will give you an X. And so there's extraordinarily
complex software that now tries to understand how all these different effects work. And you can
actually look at the images that ASML is producing to produce a straight line, and it looks nothing
like a straight line. And so that software as well is something that ASML has been focusing on.
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So one of the things that we've talked about, you know, is like the sort of the nanometer wars. And the obvious, you know, people talk about Moore's Law and whether it's TSM or Intel or anyone else or AMD maybe, they're always bragging about like making smaller and smaller chips. And one of the things that we learned is that actually the chip companies all define these measures a little bit differently. So to some extent it's made up. But how much are the chip manufacturers themselves?
as they advertise like, okay, we're going to be able to make a 7 nanometer chip or maybe a 5 nanometer chip or whatever.
How much are their timelines dependent on ASML's, I guess I would say, ASML's own learning curve?
And what are as a sort of monopoly provider, I don't want to say, you know, monopoly, but as a sole provider of the most cutting edge technology, what are the forces that drive technological gains for ASML itself?
Yeah, if you look at how ASML has begun to roll out its EV machines into high-volume
manufacturing, which has mostly been at TSMC, the learning has happened collectively with
ASML and TSMC.
So there's been lots of ASML personnel that spend tons of time in Taiwan and vice versa.
So you really wouldn't have the rollout of EU over the past couple of years had you not
have this collective effort between TSMC and ASML.
And that puts other companies at a disadvantage.
because TSM knows better than anyone how ASML's machines actually work in practice.
And the high-file manufacturing is really crucial to understanding how these machines work,
because you don't really know until you've got them in production.
And once you've got them in production, you've got thousands and thousands and thousands of iterations
every single day where you can understand what the errors are,
what the idiosyncrasies are of a given machine, and begin to correct for them.
We talk about technological progress, and that's important.
But in some ways, the real challenge here is actually manufacturing progress, understanding
what the idiosyncrasies are at the manufacturing stage and then learning to correct for them.
And that's what TSMC has done extraordinarily well at, and it's been hand in hand with ASML.
So I have a sort of markets-oriented question, but we think of semiconductors as this highly cyclical industry
that usually moves in line with whatever is going on with GDP and economic growth.
And that hasn't really been the case since the pandemic because we've had, you know,
this big boom in demand for electronic goods.
And it's been a struggle to keep up.
But I imagine for a company like ASML, it has also traditionally been considered cyclical.
And its fortunes are sort of tied to what's going on with actual semiconductor manufacturers.
But just looking at ASML's most recent results,
They're forecasting basically like a boom in revenue for the next decade, something they expect to last for 10 years.
Is there anything that could sort of knock that revenue cycle at this point in time?
Or is this business like, is there such a steep moat around the EUV technology that it's just going to be impossible for anything to hit it?
There's definitely a steep moat around ASML's technology and they won't be overtaken in a EUV in a decade.
I should say. I'm mixing my metaphors.
A deep and steep.
And impossible to overcome moat.
There's no real competition that ASML faces when it comes to EUV.
The question is what is going to be demand for UV machines?
And that's a question ultimately of final demand for the most advanced chips.
ASML's projections are based on the assumption that we've reached a point where there's
a secular increase in demand for chips as we have more demand for data center capacity.
As we have the 5G rollout and new devices that are taking advantage of 5G networks,
their bet is that we're going to have more chips per GDP and therefore more demand for ASML.
That's a bet that, no, it's not clear whether that's going to play out.
What is clear is that anyone who's producing advanced ships will have no choice but to turn to ASML.
And so in some ways, they're perfectly exposed to the fluctuations in the semiconductor industry.
The more chips that are produced, the more machines you need, but the opposite is also true.
You kind of hinted at this early on, but the idea that,
that at seven nanometers and below at cutting edge, maybe EUV in theory isn't the only technology.
So it's like, okay, if EUV is the only technology that can perform the test, then there's
no one who can attack ASML. Are there other theoretical approaches for accomplishing the same
thing besides UV? I feel like you hinted at that in the beginning.
There are. It's really not a question of science, but of manufacturing efficiency. So if you take
the previous generation of lithography machines, which rather than 13.5 nanometer light,
we're working with 193. It was possible over time to produce ever smaller feature sizes on silicon
wafers by using a number of tricks. So, for example, you can shoot the light through water.
And if you think back to high school physics, when light refracts differently through water,
that same principle lets you shoot lithography machines through water and carve more specific shapes.
You can also use multiple steps of lithography to carve specific shapes that are more detailed.
The challenge is just can you do this efficiently?
So every step of lithography you need adds to the time it takes to produce a wafer, adds to your costs.
And so there's no doubt that if you wanted to produce an equivalent of one of Apple's new iPhone ships using older generation lithography, you could do it in a lab and do one of them.
The question is, can you do a million of them at scale?
And that seems pretty implausible right now.
There's no really credible pathway of how you could do that efficiently today.
And especially when you project forward five or ten years, we're expecting to be making ever smaller transistors with more complex shapes on them.
And it seems really implausible that you'll be able to do that using anything besides a UV.
Chris, is there anything, any other sort of last key things you think we've missed?
I mean, I'm sure there's a million things, but other key ideas that you think we need to get across?
I think if you're interested in U.S. China dynamics, obviously it's one of the key reasons why TSM cut off Huawei in 2020 was because the U.S. could restrict TSM's access to machinery, of which lithography machinery was a key example. So when the Chinese ship industry looks out and says, where are we going to get the tools that we need, the impact of U.S. export controls on companies like ASML, even foreign companies,
companies that nevertheless use US technology in their systems is a pretty fundamental roadblock
that China faces.
And the big concern that ASML has right now is that the U.S. is going to expand its restrictions
on what you can send to China in terms of lithography machinery.
And China's been a big growth market the past couple of years for older generation lithography
machines.
And so ASML does face a risk that the U.S. expands these restrictions.
What inspired you to write a book all about ASML?
because it is like it's not something that comes up necessarily in daily conversation.
So I'm just wondering how it sort of came on your radar and what is it that piqued your interest.
Well, like the two of you, I spent the past couple of years realizing that semiconductors were vastly more important than the average person, including myself, realized and also far cooler.
The technology needed to make them as extraordinary.
The fact that we're able to manipulate individual atoms in some cases is extraordinary.
and to do it at the scale of trillions and trillions of transistors,
I thought was really just wild in terms of what was possible.
And it seemed to me that I took my iPhone for granted.
I took my computer for granted.
I took the cloud, which is just a bunch of silicon and big data centers in Iowa.
I took all that for granted without thinking through how complex it was to actually make these tools work.
And I think for a long time, we thought of the Internet as something out there.
We've thought of data processing.
is something that happens somewhere else, but it's all actually very physical. It's all things
being carved onto silicon by shooting light at them and depositing layers of atoms and using
different chemicals. And the reality that our entire digital world is in fact existing on
millions and millions of silicon wafers is something I don't think we think enough about.
And we're just having to come to reckon with that with the semiconductor shortage right now
that you can't just imagine an increase in computing power and increase in memory. You've actually
You've got to carve it onto silicon in billions and billions of tiny transistors.
You know, it's interesting.
I mean, you're an assistant professor at the Fletcher School, which I associate with diplomacy and government.
And that seems like another sort of like fascinating dynamic here, which is like maybe it feels, again, or maybe it goes in cycles, but this appreciation.
And you sort of said it for your last point about U.S. China, like that this particular industry is sort of inseparable from thinking.
about how governments relate to each other.
That's right.
It's crucial for military systems, for example.
It's crucial for controlling computing power in the future.
And it's been a prominent tool of geopolitics for the past three-quarters of a century.
And I think we're seeing that more to the fore today.
But in fact, when you look at the history of lithography and of semiconductors more generally,
you find that it's constantly been something that governments have thought about in political terms,
as well as in economic terms
and constantly been an area of dispute
between different governments
as they tried to vie for a bigger chunk
of the semiconductor ecosystem.
Chris Miller,
thank you so much for coming on.
That was the ASML episode.
We needed to do it,
and you were the perfect guest for it,
and I just learned a lot.
So thank you so much for coming out, Nodloft.
Thanks for invitation.
Thanks, Chris.
That was so interesting.
Obviously, I loved that conversation.
And, you know, I sort of interrupt.
like seven minutes in because like this idea of like thinking of like a component as in itself
a supply chain story like the idea that really the breakthrough is how do you coordinate
4,000 different suppliers of them of highly specific raw materials and machines into one thing
that forms a cohesive whole the idea that is what the thing is is pretty fascinating to me
Here's the important question, which is what, like, what idea did you get out of that conversation for the next semiconductor episode?
So I'm sure there is one.
What is the next one?
No, we got to the end.
No, it would be like really interesting actually.
Okay, so like in all seriousness, like I would like to learn more about that process, like the actual like the coordination.
It's almost like you think of like a conductor of an orchestra is sort of like the men.
model I use for a company that has to like have 4,000 parts all coming together to form 31 units
or 395 units or whatever it is.
Like thinking about like how do you do that from like a management perspective, even beyond
the sort of tech perspective is like a super fascinating thing to explore, especially at it's,
you know, especially right now.
I mean, this is almost verging on state secrets, but we got to get, you know, we have to try
to get the ASML supply chain manager on allot.
So, you know, ASML, hit us up.
We're interested in how you're doing it.
And we have to keep the semiconductor series going.
Yeah, no.
That was fascinating.
And Chris was the perfect guest for that one.
Yeah, definitely.
Shall we leave it there?
Let's leave it there.
All right.
This has been another episode of the Allthots podcast.
I'm Tracy Alloy.
You can follow me on Twitter at Tracy Allo.
And I'm Jill Wisenthall.
You can follow me on Twitter at the stalwart.
Follow our guest, Chris Miller. He has a book coming out next year on the chip industry, assistant professor at the Fletcher School. He is at CR Miller 1. Follow our producer, Laura Carlson. She's at Laura M. Carlson. Follow the Bloomberg head of podcast, Francesca Levy, at Francesca Today. And check out all of our podcasts at Bloomberg. On to the handle at podcasts. Thanks for listening.
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