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Earnings Call Transcripts

Taiwan Semiconductor Manufacturing Company Ltd.

TSM
Quarters2 Quarters
ContentQ&A Sections
SourceEarnings Conference Call
Quarter 1

Q4 2025 Earnings Call — January 15, 2026

Analyst Gokul Hariharan (JP Morgan): Cici, it definitely feels like you have heard what your customers have said to you over the last three, four months. Could you give us a little bit more color on what you are hearing from your customers on demand? Because this is a very big step up in the capacity commitment. There is definitely a lot of concern in the financial market, especially about whether we are in a bit of a bubble. And obviously, you are the one who is putting up all the capital in this industry. So you've definitely considered this very carefully as well. So give us a little bit more detail in terms of what you're hearing from the customers and your views on the cycle given if we think about typical semiconductor cycle we've already probably lasted a little bit longer than usual cycles but this definitely doesn't feel like a typical semiconductor cycle.

Executive C.C. Wei (CEO): Goku, you essentially tried to ask us whether the AI demand is real or not. I'm also very nervous about it. You bet, because we have to invest about $52 to $56 billion U.S. dollar for the CAPEX, right? If we didn't do it carefully, that would be a big disaster to TSMC for sure. So, of course, I spend a lot of time in the last three or four months talking to my customers, and then customers' customers. I want to make sure that my customers' demands are real. So I talk to those customers, cloud service providers over them. Their answer is that I'm quite satisfied with their answer. Actually, they show me the evidence that the AI really helps their business. So they grow their business successfully and healthy in their financial return. So I also double-checked their financial status. They are very rich. That sounds much better than TSMC. So no doubt. I also asked specifically what’s an application, right? I mean, for one of the hyperscalers, they told me that customer continues to increase.

So I believe that and with our own experience in the AI application we also help to our own fact to improve the productivity as I mentioned one time say that one percent or two percent productivity improvement that is free and to TSMC, and that's why also our gross margin is a little bit satisfied, you know, even in this very high-cost period of time. And so, all in all, I believe, in my point of view, the AI is real, not only real, it's starting to work. And we believe that is kind of what we call the AI mega trend. We certainly would believe that. So another question is, can the semiconductor industry be good for three, four, five years in a row? I'll tell you the truth, I don't know. But I look at the AI, it looks like it is going to be like endless. I mean, that's for many years to come. No matter what, TSMC sticks on the fundamental technology leadership, manufacturing excellence, and we work with customers to get their trust. And I think that fundamental thing why position TSMC to be very good future growth, let me say that. 25% CAGR as we projected.

Analyst Gokul Hariharan (JP Morgan): My second question is on the U.S. expansion. You're pulling in some of the capacity in response to customers. You're already starting plans for the phase four expansion. There's a lot of media reports about ESMC might have to build more fabs in the U.S. How should we think about U.S. expansion in principle over the next few years? I think previously you had talked about reaching 20% or even 30% of two nanometer capacity in the U.S. Eventually, the total capacity could be in the U.S. Could you give us a little bit more detail about how that is progressing and when could we get there in terms of the 30% or even 20% capacity?

Executive C.C. Wei (CEO): Gokul's second question is about our overseas expansion, particularly in the U.S. He notes that CCSA, we are pulling in the schedule for the FAB 2 earlier. You know, we're starting the application for the fourth FAB. And so his question is partly around recent reports that we intend to build more fabs in Arizona. So his question is how should we or how is TSMC thinking about the future expansion in Arizona? And we have said in the past that, you know, around 30% of our 2 nanometer and more advanced capacity would be based in Arizona once we complete scaling out to this independent gigafab cluster. So what is the timeframe? That's a long question. We build the fab in Arizona and we work hard. So today, everything, even the yield or defect density is almost equal to Taiwan. And due to the strong demand, as I just answered from the AI, stronger, that's a mega trend, all my customers, in the AI customers in the U.S. So they ask a lot of support from the U.S. FAB. So because of that, we had to speed up our FAB expansion in Arizona. In Taiwan also, actually, we increased most of the capacity in Taiwan.

No doubt about it because this is most adjacent one we can progress very well. In the U.S., we try to speed it up and progress is very good. We got the help from the government. Still, we have to meet all the requirements for the permits or for those kinds of things. And so both in Taiwan and in Arizona, we speed up our capacity expansion to meet the AI demand. I can always say one word. The capacity is very tight. We work very hard to narrow the gap so far. Probably this year, next year, we have to work extremely hard to narrow the gap. We just bought a second land in Arizona. Let's give you a hint that's what we plan to do because we need it. We are going to expand many farms over there and this gigafab cluster can help us to improve the productivity to lower down the cost and to serve our customers in the U.S. better.

Analyst Laura Chen (Citibank): Thank you, Cici and Nguyen Ngo for very comprehensive outlook briefing and also congratulate for the great result. Of course, we see that the AI semiconductor growth has seen very strong growth and I believe all of your customers and customers' customers are very desperate to ask for more capacity support from TSMC. But I'm just wondering how does TSMC evaluate the potential power electricity supply for data centers? So other than that, the chips we can discuss with our customers, I think for the overall infrastructure buildup for data center, a lot of factors also very important. Just want to understand more how the CSMC evaluate those key factors for the AI infrastructure buildup.

Executive C.C. Wei (CEO): Laura's first question is around the AI demand. She notes again, as we said, AI megatrend and the growth is very strong and customers, customers, customers and ourselves are strong believers. But when we do our planning, how do we, you know, balance this against the other considerations? Do we look at things, for example, I think Laura's question is power, electricity, grid availability to businesses. Well, Laura, let me tell you first. I worry about the electricity in Taiwan first. I need to have a lot of enough electricity so I can start to expand the capacity without any limitation. Talking about building a lot of AI data centers all over the world, I use one of my customers that customers I answer because I ask the same question. They told me that they planned this one five, six years ago already. So as I said, those cloud service providers are smart, very smart. If I knew that, I would anyway. So they say that they work on the power supply five, six years ago. So today, their message to me is silicon from TSMC is a bottleneck. And ask me not to pay attention to all others because they have to solve the silicon bottleneck first.

But indeed, we do get the power supply, you know, all over the world, especially in the U.S. Not only that, we also look at who supports those kinds of power supply, like a turbine, like a nuclear power plant, the plant, all those kinds of things. We also look at the supply of the rigs. So far, so good. So we have to work hard.

Analyst Laura Chen (Citibank): That's great to know that it would not be the constraints for the further AI development. Thank you. And my second question is on the leading edge advanced packaging. Can you remind us what would be the revenue contribution last year for the advanced packaging overall? First of all, we see that, I recall that in the past, that the capex for leading edge of advanced packaging, roughly about 10%. And now it could be up to like 20%. So I'm just wondering that for the expansion, can you give us more detail about what kind of the plans you are looking for? Will you focus more on like a VDIC, SOIC, or you also start to work on more advanced like a panel-based in the longer term? I also think that before we talk about it, we'll work more closely with OSET's partner on the leading-edge advanced packaging. So just wondering what kind of the process will be the key expansion plan in the space.

Executive Wendell Huang (CFO): Laura's second question is more related to advanced packaging. What was the revenue contribution of what we call the back end, which is advanced packaging testing as a whole in 2025? And then she notes the capex. Actually, this year, I believe, Wendell, we guided 10% to 20% of capex, which is the same as last year. But anyways, she wants to know what is the focus of this capex. Is it on 3DI? Is it on SOIC packaging solutions, on panel level? Sort of what is the key areas we're focusing on relative to the CAPEX? Okay, Laura, the revenue contribution last year from advanced packaging is close to 10%. It's about 8%. For this year, we expect it to be slightly over 10%. We expect it to grow in the next five years higher or faster than the corporate. And the CAPEX, yes, you're right, in the past is about 10% or lower than 10%. Now we're saying advanced packaging together with mass making and others accounted for between 10 to 20%. So you can see that the investment amount is higher. And we're investing in areas in advanced packaging where our customers need. So the areas that you mentioned, basically, we continue to invest.

Analyst Charlie Chan (Morgan Stanley): So first of all, amazing results and guidance. Congratulations to the management team. So my first question is about outside of AI, what do you see for those in markets? You talk about the memory cost, et cetera. So can you give us some kind of your underlying assumption for PC shipments, smartphone shipments, etc.? And also in your HPC, there are some other pieces like networking and general service. Can you comment about the growth potential for those segments?

Executive C.C. Wei (CEO): Charlie, those, although we say it's called non-AI, but actually they're related to AI, you know that, right? Because of networking processor, you still need to have AI data to scale up or scale out. Those are the networking switches or those kinds of things. They still grow very strong. As for PC or the smartphone, to tell you the truth, we expect higher memory supply, so we expect unit growth to be very minimal. But for TSMC, we did not feel our customers change their behavior. And we looked at it, and then we found out that we supply most of the high-end smartphones. The high-end smartphone is less sensitive to the memories of price. So the demand is still strong. I use one sentence I like to say, we still try very hard to narrow the gap. We have to supply a lot of wafers to them also. I think that's very consistent with your five-year CAGR outlook for all the four segments.

Analyst Charlie Chan (Morgan Stanley): And my second question is about the Intel's foundry competition. I think U.S. President seems to be very happy with Intel's recent progress and even mentioned two of your key customers, right, NVIDIA. Apple may have some partnership with Intel Foundry. I'm really concerned about this so-called competition and what TSMC can really do to mitigate or avoid potential market share loss at those key U.S. customers, not limited to the two customers I just mentioned.

Executive C.C. Wei (CEO): Well, kind of a simple question. I should say no. Let me explain a little bit. Because in these days, it's not money to help you to compete. I also like whoever you just mentioned to invest on Intel. I'd like them to invest on TSMC also. But the most fundamental thing is, let me share with you, today's technology is so complicated. So once you want to design a very complete or advanced technology, it takes two to three years to fully utilize that technology. That's today's situation. And so after two to three years of preparation, you can design your product. Once you get your product being approved, it takes another one to two years to ramp it up. So we have a competitor, no doubt about it. That's a formidable competitor. But first, it takes time. Two, we don't underestimate their progress. But are we afraid of it? For 37 years, we always in a competition with our competitor. So now we have a company that to keep our business grow as we estimated.

Analyst: Let's take the next two questions online in the interest of time.

Analyst: First question of the line, Macquarie.

Analyst Arthur (Macquarie): Hi. First, congrats. Very strong performance. My first question is about the global capacity plan. Recently, Taiwan local news report that the SMG put exit 8-inch business in the true and no 12-inch cucumber into the advanced packaging. And investors came to know if this is true and that.

Executive C.C. Wei (CEO): Good question. Indeed, we reduce our eight-inch weavers capacity and six-inch. But let me assure you that we support all our customers. We discuss with our customers and to do this kind of resources more flexible and more, what is the word we say? Optimize, which I should, optimize the resources to support our customers. But let me assure you, also to my customers, that we continue to support them. We will not let them down. If they have a good business, we continue to support. Even in the 8-inch, it's a way for business.

Analyst Arthur (Macquarie): Yes, thank you. My second question is regarding the consumer and demand outlook. So CJ also mentioned that the mainly price actually inflation and you're also pushing up the cost of the consumer electronics. So investors are actually concerned about the further demand softness. So can management comment about what your client or your client's client, how to resolve this memory tightness or we call a memory urgency issue?

Executive C.C. Wei (CEO): For TSMC, no impact. As I just mentioned, most of my customers now focus on high-end smartphones or PCs. So those kinds of demand are less sensitive to the components of price. So they continue to give us a very hearsay forecast this year and next year.

Analyst: Let's move on to the next participant from the line, please.

Analyst Brett (Baird): Yeah, thanks very much. My question is really on AI. I mean, TSMC has been supply-constrained. Challenges do you think the capex you've laid out for this year $52 to $56 billion, could that mean that we start to see supply and demand more than balance in 2027? Any thoughts there just in terms of how you're thinking about that capacity plan and does it alleviate this supply bottlenecks that we see today? And as part of this from a supply perspective, we hear engineering talent, both in the U.S. and in Taiwan. Can you talk more about this trend, and what's the scale of the labor shortage of fancy engineers at the moment?

Executive C.C. Wei (CEO): Okay, let me answer this question first. $56 billion, the contribution to this year almost none and to 2027 a little bit so we actually were looking for 2028, 2029 supply and we hope is a time that the gap will be narrowed. We are focused on the short-term more output. Actually, our productivity continues to increase. Our people have an incentive because one of TSMC's incentive is to satisfy customers. It's not because of our financial result are good, but we want to let customers feel that TSMC is trustworthy. We were supported. So in 2026, 2027, for the short term, we focused on the productivity improvement, which we've done quite a good result because of Wingo just mentioned that we can have a good financial result because of that. But that's not our purpose. Our purpose is to support our customers. So 2026, 2027 for the short term, we are looking to improve our productivity. 2028, 2029, yes, we start to increase our capacity significantly. And we will continue this way if the AI demand makes a trend as we expected.

Analyst Brett (Baird): Yeah, I do. And thanks. That was very clear. I guess my second question is about pricing. And if I look at 2025, this was the second consecutive year where TSMC's wafer ASPs were up around 20%. As leading edge becomes a bigger portion of the mix and also you feed through price increases, when we factor in the ramp of more expensive overseas fabs, is 20% ASP, wafer ASP increases the new normal for TSMC? Typically, you have an annual price negotiation about this time of the year. And so I'm trying to understand how you project ASPs in 2026. And is your March quarter guidance factoring in price increases at leading edge?

Executive Wendell Huang (CFO): Okay, Brad's question is on pricing. He notes that, you know, our, which he's looking at the blended wafer price is increasing at close to 20% according to his estimates. Of course, that's blended both on price and mix, but, you know, it's a leading edge. And also we have mentioned earning our value. So he wants to know, is this the new normal going forward? This is a tough question I didn't see a vote to answer. Okay, every new note that we have a price, the price will increase. The blended ASP will increase. I think they continue this way in the past and will continue the way going forward. But, Brian, I think you're asking about the contribution from pricing to the profitability. Now, as we mentioned before, the profitability, there are six factors affecting the profitability. And price is just one of them. And, of course, we continue trying to earn our value. But in fact, in the last few years, the pricing benefits to the profitability was just enough to cover the inflation cost from tools, equipment, materials, labor, et cetera. There are other factors contributing to the higher profitability. The first one will be a high utilization rate.

As the demand is so high and as our disciplined approach to capacity planning, the utilization rate supports our high profitability. The other one will be manufacturing excellence. As CC said, we continue to drive increasing productivity to generate more wafer output. Also, we continue to drive optimization capacity among nodes, which includes converting part of the N5 to N3. It also involves cross-supports from different nodes, from the mature nodes to the more advanced nodes. That is a very important advantage of TSMC. So with all these efforts, we're able to maintain a good, healthy, sustainable return, profitability, so that we can continue to invest to support our customers' growth.

Analyst: In the interest of time, we'll take two more questions from the floor and one more from the line.

Analyst Sunny (UBS): Thank you. Good afternoon. Very strong results. Congratulations. So number one, if we look at the company, very different versus in the past from many angles. But if we look at the ramp from new nodes, now you can generate actually higher revenue from new nodes in year four, even year five of mass production versus in the past, new nodes like take revenue in the second or even third year of mass production. And so could you help us understand with this new trend, what's the financial implications? And then what does that imply for you to operate or even compete differently versus in the past?

Executive C.C. Wei (CEO): If I can answer, say we are lucky. Actually, if you look at the semiconductors product, right now the trend is you need to have a low power consumption always and then high speed performance. And for TSMC, our technology differentiation become more and more clear. We have both benefits. We have a high speed and we have a low power consumption. And so our leading edge customer, the first wave, the second wave, the third wave continue to come and so that sustain the demand for a long, long time. That's the difference. Of course, this one, you need to have technology leadership, and which the technology leadership, much easier to say, but every year you have to improve. As we said, we have N2, N2P, and then you won't be surprised, and the third one will be N2 something, and continuously. And so that one gives us the benefit and to support our customers' continuous innovation. And so they continue to stay with TSMC. And so their product can be very competitive in the market. So that answers the question, say that, you know, once we got the peak revenue and did not decrease, it's continuous. Because second wave, third wave, customers continue to join.

Analyst Sunny (UBS): And then maybe a question on 2 nanometer, which was CC meaningful revenue coming through in 2026. And so in the past, you guide like how much a new node will contribute to sales for the year. And so any expectations on the revenue contribution from 2 nanometer in 2026? And then I recall in terms of process migration, a few years ago, there were lots of concerns on increasing cost per transistor. And that obviously is not declining from 5 nanometer. But then now looking at 2 nanometer, I think process migration seems to be accelerating, even for smartphone and PC. And then with larger demand coming from high-performance compute. And so maybe based on your feedback from clients, maybe for smartphone and PC clients, why are they accelerating process migration into 2 nanometer?

Executive C.C. Wei (CEO): Yeah, Sunny, the two nanometer will be a bigger node than three nanometer from the start. But it's less meaningful nowadays to talk about the percentage of revenue contribution when the new node starts because the corporate as a whole, the revenue has become much bigger than before. So yeah, revenue dollar, it's a bigger node. But percentage-wise, less meaningful. And then the second part of Sonia's question from a technology perspective, as you know, she noted increasing cost per transistor, as we said, capex per K going higher. So her question very simply, what's the value? What's driving, you know, smartphone, HPC customers actually to see, we're seeing a widening out of the adoption of N2. So what is the value that it's providing that the customers are willing to adopt N2? That already answers the question, right? Because of now the whole product industry is looking for low power consumption and high speed performance. And our technology can provide that value. I also say that every year we improve. So every year they adopt the same, even the same name or the same node, their product continues to improve. So that provides a value.

If you say that the cost per transistor is increased, I saw the cost per transistor, the performance compared, the CP value is increased. It's much better. So that customer stick with the TSMC. Our headache right now, if I can call it a headache, is the demand and the supply gap. We need to work hard to narrow the gap.

Analyst: Can we take the last call from the line and we'll take one last one from the floor.

Analyst Krish Sankar (TD Cowen): Hello?

Analyst: Okay. Krish, are you there? I guess not. Then let's just take the last call. Sorry,

the last question from Bruce Lu from Goldman Sachs.

Analyst Bruce Lu (Goldman Sachs): Thank you for letting me ask the last question. Hopefully, it's not that difficult. So I think one of the key, I understand that TSMC is trying very hard. You know, AI revenue is growing like 50% a year, 50% plus a year. But token consumption for the last few quarters is 50% a quarter. So the gap is still there, right? I mean, that's why Elon Musk was talking about the chip walk. So can you share with us that in your assumption, when you provide 50% plus AI revenue growth, what kind of token consumption you can support and how many gigawatts power in terms of the chips you can support in your assumption when you provide this kind of five years revenue guidance for AI?

Executive C.C. Wei (CEO): Bruce, you got me. I mean, I also try to understand what is the tokens of growth, but my customers have their product improvement continue to increase. So from, it's well known from Harper to Blackwell to Rubin, they almost double, triple their performance. So the one they can support the tokens of growth or the one they can continue to support the compute power is enormous. And so I do subtract. To be frank with you. And for gigawatt, I want to see that how much of TSMC can make the money from the gigawatt, rather than say that, you know, how much we can support. Today, from my point of view, still the bottleneck is TSMC. So we also look at carefully. To answer your question, say that the TSMC is a wafer, can support how much of the DECA WAP? Still not enough. They still have an abundant of power supply in the U.S. about like 2027 the capital will be more for the productivity improvement when 28 29 may be meaningful higher so I do recall that in 2021 TSMC provided three years for 100 billion dollar capex to support that structural growth now the demand is even str.

Quarter 2

Q3 2025 Earnings Call — October 16, 2025

Analyst (JP Morgan): Yeah, thanks. Good afternoon, CC, Bill, and Jeff. Great result again. So on the AI front, CC, I think you have met with pretty much everybody who is driving the Gen AI revolution over the last couple of months. And as you said, everybody seems to be a lot more positive. I think we gave a guidance of mid-40s data center AI growth CAGR earlier this year until 2029. Anything that you see which should kind of change that number definitely feels like the growth today seems to be much stronger. And related to that, you did talk about the very detailed capacity expansion planning that the TSMC does. In past technology cycles, TSMC CapEx has gone up significantly to prepare for the next upgrade or next leading edge node. But in this cycle, TSMC revenues have grown 50% from the previous peak in 22. CapEx has only grown about 10%. How should we think about the CapEx over the next couple of years? I know that you're not giving numerical guidance yet, but I just wanted to understand. Are we looking at much higher CapEx in the next couple of years, given all these conversations you've had? And I had a follow-up to that.

Management: Wow, that's a long question, isn't it? But Goku, the AI demand actually continue to be very strong. It is more stronger than we thought three months ago. Okay, so in today's situation, we have talked to customer, and then we talk to customer's customer. So the CAGR we previously announced is about mid 40s, but it is still, It's a little bit better than that. We will update you probably in beginning of next year. So we have more clear picture. Today, the number are insane. And then the second part of Gokul's question related to CAPEX, he notes that in the past, when TSMC sees opportunities for higher growth, past cycles or past instances, we would step up the CAPEX significantly to prepare to drive the future growth. But he notes this cycle actually, though while CapEx is increasing, the revenue is increasing even faster. So his question really, I think, how do we see this playing out over the next few years, both in terms of the CapEx spend and the growth relative to the revenue growth? Okay, Goku. Every year we spend the CAPEX based on the business opportunity in the following few years.

As long as we believe there are business opportunities, we will not hesitate to invest. And if we do our job right, the growth of our business, of our revenue should outpace the growth of the CAPEX. And that's what we have been delivering in the past few years. Now going forward, assuming we're still doing a very good job, then we will continue to see that happening again. So a company of our size, the CAPEX number, it's unlikely to suddenly drop significantly in any given year. When we continue to invest and our growth is outpacing CAPEX growth, then you see the growth like what we have done in the past few years.

Analyst (JP Morgan): Understood. I know that it is unlikely to drop, but... It is also likely to grow quite a bit given what CC mentioned in terms of every customer asking you and every customer's customer requesting you for capacity additions, right?

Management: Yeah, as I said, a higher level of CapEx is always going to be correlated with a higher growth opportunity. So as CC said, next year looks to be a healthy year and we are confident on the megatrend that we'll continue to invest.

Analyst (JP Morgan): Okay, cool. Got it. Yeah. Maybe one more follow-up question from me. CC, I think last year also you gave us an indication of how much co-op capacity you would be building. I think you talked about 2x of doubling the co-op capacity. It clearly feels like even that is not enough. Could you give us some idea about how much capacity would you be building next year just to get some idea about what you are seeing in terms of AI demand? And also just to get some understanding of TSMC's data center AI exposure. I think last year we talked about mid-teens revenues. Where do we end up this year? Do we end up close to like 30% of revenues coming from AI?

Management: Okay, so Goku, your second question, really he wants to understand, can we provide any detail or colors on the COAS capacity plan for 2026 in terms of year on year increase? And also in terms of our definition of AI accelerator revenue, the narrow definition, how much will it contribute for 2025 revenue? Is it 30%? Bua Koku, this is Cici Wei again. Talking about the Cold War's capacity, all I can say is continue the three months ago, we are working very hard to narrow the gap between the demand and supply. We are still working to increase the capacity in 2026. The real number, we probably update you next year. Today, all I want to say about AI, everything related, like front-end and back-end capacity, is very tight. We are working very hard to make sure that the gap will be narrow, but, you know, all I can say is we are working very hard.

Analyst (Morgan Stanley): Thank you for taking my question. And again, congratulations for a very strong resource, C.C. Wendell and Jeff. So my first question is really about your D-Nash demand. As C.C. just mentioned, your front-end demand is also very strong into next year. But one of your major customer demands um said that more slow is that I think uh his point is that uh by doing maybe a system level uh you know innovation in the thermal etc can boost up more kind of performers so just a kind of dumb question how do we reconcile your very very strong bdh demand and that customer continue to migrate to your most advanced notes, and also you continue to respect the value, whereas the customer continues to think that more so is that. Can we get some clarification from TSMC?

Management: All right, so Charlie's question is very specific, although he wants us to comment on a customer saying Moore's Law is dead, but how do we reconcile this with a very strong leading edge demand into 2026, and also with system level innovations? Okay, Charlie, this is CC Wei. Yeah, one of my customers, very important customer, say Moose Law is dead. But what he means is it's not only rely on... the chip technology anymore. Now we have to focus on the whole systems of performance. So he wanted to, he wanted to emphasize the whole systems of performance rather than just talking about the Moore's law, which is not enough to meet his requirement. So again, we work very closely with his people and to design our technology, both in front-end and back-end, and also in all the packagings to meet his requirement. That's all I can say.

Analyst (Morgan Stanley): Thank you, C.C. Do you have a second question, Charlie?

Analyst (Morgan Stanley): Yes, I do. Thanks, Jeff. Yeah, so anyway, I will interpretate that as so-called Morso 2.0, that your co-CEO, Mr. Cliff Hall, also comes here during the Semi-Con Taiwan. But anyway, thanks, CC, for your commentary. My second question is actually a follow-up from Last quarter, same question. Back then, I consulted about the China AI GPU demand, whether you can seize the market opportunity. Because China, CS3, they're also extending their AI infrastructure very rapidly. But given the recent kind of back and forth between U.S. and China, whether China can really impose this NVIDIA GPU, will that kind of discount your potential long-term growth of the AI caterer? Is that something that TSMC would worry about?

Management: Okay, so Charlie's second question is related around AI demand and specific to China with the sort of the export control and restriction. His question is, does that impact our ability to address the market opportunity and will this impact our AI CAGR growth if we are not allowed to fully serve China? I think there will be both sides, meaning restriction from the U.S., but also China government's kind of discouragement to procure a U.S. chip. Sorry for the interruption. Well, Charlie, to speak the truth, I have confidence in my customers, both in Graphic or in ASIC. They all perform very well. And so if the China market is not available, but I still think the AI's growth will be very dramatically, and as I said, very positive, and I have confidence that our customers' performance, and they will continue to grow, and we will support them.

Analyst (Morgan Stanley): Thank you, CZ. So even with limited opportunity from China, for the time being, you are still confident that a 40% CAGR or even higher can be achieved in coming years?

Management: You are right.

Analyst (UBS): Thank you very much. Good afternoon. Congrats on the very strong growth margin. So my first question is how should we think about 2026? I understand we should get better color maybe into January, but just want to get some directional major puts and takes for growth margin trending going to 2026. Especially how should we think about the growth margin impact from two nanometer run for 2026?

Management: Okay, so Sunny's first question is regarding gross margin. She would like to know directionally how do we see the gross margin for next year, 2026, in terms of certain puts and takes, and also if Wendell's able to comment specifically. Sunny, sorry if I heard you right, on the N2 dilution impact, correct?

Analyst (UBS): Yeah, that's right, thank you.

Management: Okay, that's her first question. Okay, Sunny. Yeah, it's too early to talk about 2026. But you already mentioned about the N2 dilution. And as all the new nodes, when they just come out, the N2 will have dilution in our gross margin. in 2024, in 2026. But at the same time, the N3 dilution is gradually coming down and we expect the N3 to catch up to the corporate average sometimes in 2026. The other factors includes like overseas fabs dilution, which will continue and which we said that it will be about two to 3% dilution in the early stage of the next several years. That will also be there. And also, we all saw the dramatic foreign exchange rate movement in the earlier part of this year. There's no control. We don't know where that will be. But every percentage move of dollar against NT will affect our gross margin by 40 basis point. So that just give you some rough idea.

Analyst (UBS): Okay, thank you. Sorry, if I may. Yeah, a very quick follow-up. And so on two nanometer, the typical two to three percent dilution by new null for the first seven to eight quarters of mass production being a good reference for two nanometer as well for 2026.

Management: Okay, so Sunny, a quick follow-up. She wants to know for the two nanometer dilution, if we're able to provide any detail and can she still think about it in terms of seven to eight quarters or six to eight quarters dilution to reach the time, sorry, to reach the corporate average? Yeah, Sunny, let me share with you. N2 structural profitability is better than N3, okay? Now, secondly, it's less meaningful nowadays to talk about how long it will take for a new node to reach the corporate average in terms of profitability. And that's because the corporate profitability, the corporate gross margin moves, and generally it has been moving upwards. So that's meaningful to talk about that. Okay?

Analyst (UBS): No problem. That's very helpful. My second question is maybe for Cici. Thanks a lot for sharing with us the details on how you think about the capacity expansion and planning. And so my question is now call AI is ramping a lot faster than the prior opportunities like smartphones and PCs. Yes, I think the demand for call AI is also maybe harder to forecast. So just want to maybe get a bit more color from you that now the prior rounds of capacity expansion, what is TSMC doing differently versus before? And how do you ensure that while you are ramping up the capacities more quickly, we're still having good risk control? Thank you.

Management: Okay, thank you, Sunny. So, Sunny, second question is regarding capacity planning and expansion. In a capital-intensive business, she knows this is very important, but in the past, smartphone and PC megatrends, today it's AI and cloud AI. She's wondering, does that make this planning process more difficult to forecast? and what are we doing differently, or how do we forecast this to make sure that we are investing appropriately? Sanib, indeed, right now, because of COVID, I believe we are just in the early stage of the AI application. So very hard to make a right forecast at this moment. What do we do differently? There's a big difference because right now we pay a lot of attention to our customer as a customer. We talk to and then discuss with them and look at their applications, be it in the search engine or in social media's application. We talk with them and see how they view the AI application to those functions. And then we make a judgment about what the AI going to grow. And so this is what the difference as compared with before, we only talk to our customers and have an internal study. This is a different. Did I answer your question?

Analyst (UBS): Got it. Thank you very much, CC. Yeah, yeah, yeah. And looking forward to the KPAG Sky in January. Thank you.

Management: You're welcome. All right. Thank you, Sunny. Operator, can we move on to the next participant, please?

Analyst (Goldman Sachs): Hello. Thank you for taking my question. I think Jensen talked about, like, 3 to 4 trillion, you know, AI infrastructure opportunity by 2030, right? This compared to, like, 600 billion cap as recent of this year implies for about 40% computers. This is similar to TSMC guidance for the AI growth, right? But for me, first of all, what I want to know is what's TSMC's view for the AI infrastructure growth for the next five years? And what's TSMC's forecast for the token growth rate in the next few years? TSMC used to provide the same industry growth, foundry growth, and how much TSMC can outperform the industry. Given the context, can we assume TSMC AI-related revenue can track track with the KPEX scores of AI or the major service provider, or should we expect an even higher growth rate for TSMC, considering you're potentially getting more value out of it?

Management: Okay, let me try to summarize your question, Bruce. He notes that one of our customers has highlighted a three to four trillion infrastructure opportunity over the next few years compared to 600 billion current CAPEX, implying a 40-something percent CAGR or growth rate, which is similar to ours. Bruce's question is he wants to know what is TSMC's forecast or view for AI infrastructure growth? He would also like to know what is TSMC's forecast or view for the token growth? And then what is TSMC's AI-related revenue growth? Can it track that of the cloud service providers? And his question is, should it be even higher? Shouldn't it be even higher given the value that we capture? That's actually several questions, but is that correct, Bruce?

Analyst (Goldman Sachs): That's right. Thank you.

Management: Well, Bruce, essentially, just want to know that how accurate that we can predict that AI is at demand. We give you a number roughly in the mid-40s is a kegger. That including all the infrastructures built up and also aligned with our major customers' forecasts or their view. But more than that, I think if we are talking about the tokens, the number of tokens that increase is exponential. And I believe that almost every three months it will be exponentially increased. And that's why we are still very comfortable that the demand on leading edge semiconductor is real and as I continue to say that we look at all the demand and look at our capacity expansion, we need, TSMC need to work very hard to narrow the gap. That's what we are doing right now. Executive number that we probably will share with you in next year so that when we have a very better clear picture.

Analyst (Goldman Sachs): I just have a quick follow-up. I'll use that as my second question anyway. I think

the question is that the token growth seems to be substantially higher than the AI-related revenue guidance on TSMC, right? So the gap is actually enlarging if you compound in the outer years, right? That's why, you know, That's the differences between what we see for the current TSMC outlook and the potential token consumptions, right? So the gap is continuing to see an enlarging. How do we solve this and do we really see that as a major issue as well?

Management: Okay, so Bruce's second question, which is the follow on from his first, is that the token growth is growing at a much higher rate or exponentially than TSMC's AI revenue growth, and this gap will only enlarge or widen in the next few years. So he wants to know, sorry, Bruce, basically what's the implication to TSMC or how do we see this? Is that correct?

Analyst (Goldman Sachs): That's right.

Management: Okay, Bruce, you are right. You are right. The tokens and the number of tokens that increase exponentially is much, much higher than TSMC's CAGR as we forecasted. But let me tell you that First, our technology continue to improve, and so our customer moving from one node to the next node so that they can handle much more tokens number in their basic fundamental calculation. So that's one thing, you know. we progress very well from one node to the other node. And our customer working with TSMC to continuously to improve their performance. And that's why when we say that we have about a 40, 45 KG, but then, the token number are exponentially increased because of our customer and TSMC technology combined that can handle much more or much efficient than before. Did I answer your question?

Analyst (Goldman Sachs): I see. So you believe your no migration plus your custom design change can fulfill or can meet the exponential growth for the token consumption?

Management: Exactly. Is that the conclusion?

Analyst (Goldman Sachs): Yes. I understand. Okay. Okay. Thank you.

Analyst (City): Yeah, thank you very much for taking my questions. I appreciate CCU sharing your view on TSMC's strategy on the AI capacity planning. I think along with the very strong advanced no-demand, I believe that advanced packaging, like I call it, It's also one of the focus for your AI clients they are now looking for. I recall that TSMC previously also planned to expand advanced packaging in Arizona. So can you give us updates here? And also, I mean, for the time being, there are very stretched demands at the moment. So will TSMC work more closely with your offset partner to fulfill the strong demand at the same time? that's my first question thank you.

Management: Okay, thank you, Laura. So her first question is uh on capacity planning we have talked earlier on the call about the planning for leading nodes she wants to understand also on the co-ops capacity uh and specifically i guess advanced packaging in arizona and how do we work with uh our osat partners. Okay, we have announced our plan to build two advanced packaging fab in Arizona and to support our customers. But at the same time, actually, right now we are working with the one OSAT, a big company and our good partner, and they are going to build their fire app in Arizona. And we are working with them because they already breaking ground and the schedule is earlier than TSMC's two advanced packaging fire app. and we are working with them. And our main purpose is to support our customer and so we can marry in the US.

Analyst (City): Yes, yes, certainly. I mean, obviously, we see that the advance, no advance packages are quite strong. And also, at the same time, we are also seeing that the migration is also happening for N2 and N3. So just wondering that from the revenue growth perspective, I know it's still early to predict next year, based on your guidance. But I'm just wondering, will it be more driven by the ASP increase because of the technology migration? TSMC will be able to sell your value, or more that will be driven by the capacity or volume growth on both end to end up? And also, since you mentioned some of the mild silico recovery, so that may also drive some of the volume growth into next year. So just wondering if you look at the growth outlook, that would be more driven by the technology with upgrade ASP increase or also more like a volume? That's my second question, thank you.

Management: Well, all right, all the above. All right? You knew it, right? It's growing. May I also follow up? Because we see that actually N3 is very tight, and at the same time, we are also kind of expanding on N2. And Cici, you previously mentioned that you will migrate some of the, even N7 and N6, and also N5 to N3, but specifically on N3, do we also need to add more capacity into next year for newly added capacity? Sorry, Laura is saying that next year, will we continue? Sorry, Laura, if I understand correctly, will we need to add new capacity? Will we continue to do conversion? What will we do to support the very strong demand we see at Leading Edge next year?

Management: Yes, thank you. Well, let me answer that question. We continue to optimize the N5, N3 capacity to support our customer. For the new building for the N3 capacity to expand, we put the new building for the N2 technology. That's today's plan. So, okay?

Analyst (City): Okay, yeah. Thank you, thank you very clear. Appreciate it.

Analyst (Macquarie): Hi, Sigi, Wendell, and Jeff. Congrats on a strong outlook as a Lai from Macquarie. So my question is about competition. So since you define the Foundry 2.0 market, and I wonder what's the strategic initiative the TSMC undertaking to further strengthening your competitive landscape and also in this border ecosystem. So some context, I got

the question from a US investor as your clients announced they invest in Intel. Thank you.

Management: Okay. Arthur's question is around competition. In the Foundry 2.0 landscape, what strategic initiatives, what things are TSMC focusing on to further strengthen our competitive advantage? I think the last part, Arthur, you're asking in the environment where one of our competitors in the US, how do we focus on the competition? Is that correct?

Analyst (Macquarie): Yes, thank you, Jeff.

Management: Okay, let me answer that one. When we introduced Fundraise 2.0, we set the purpose that, as I said, one of my customers said that system performance is very important in these days, not only a single chip. And also, let me share with you that our advanced packaging revenue is approaching close to 10%. And is significant in our revenue. And it's important for our customer. So that's why we introduced Fundry 2.0 to catalyze this Fundry business. Now, as usual, previously we only look at the front end portion. Now it's at the whole... the whole thing, the front end, the back end, and also important for our customer. That's why we introduced 2.0. Talking about our competition in the U.S., that competitor is happen to be our customer, very good customer. So in fact, we are working with them for their most advanced product. Other than that, I don't want to make any more comment.

Analyst (Macquarie): Can I ask one more question?

Management: Yes, you have two.

Analyst (Macquarie): So your second question, sure. Yeah, my second question is very quick on the ending name. So I recall, CC, you last time mentioned that we should also monitor and worry about the pre-built, especially in the consumer electronics industry. And then this quarter, our number suggests that there's a QOQ 19% growth in the smartphone. So my question is, do you still worry about the pre-built? Thank you.

Management: All right, so Arthur's second question is on smartphone. Are we concerned about pre-built or sort of, I guess, pulling pre-built from customers in that regard? No, we don't worry about pre-built because of when you have a pre-built, you have an inventory. In these days, the inventory already go to that very seasonal level and very healthy. So no pre-built.

Management: Thank you very much. Okay. Thank you, Cece. Thank you, Arthur. Thank you, everyone. So this concludes our Q&A session. Before we conclude today's conference, please be advised that the replay of the conference will be accessible within 30 minutes from now. The transcript will become available 24 hours from now, and both are going to be available through TSMC's website at www.tsmc.com. So thank you, everyone, for joining us today. We hope you all continue to stay well, and we hope you will join us again next quarter in early 2026. Thank you and have a good day.