AI Spending: A New Engine for the Global Economy

21 Jul 2026 · 13 min · 6 chapters

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In short

Global economic roundtable focused on an AI-driven capex cycle and its spillovers across the US, Asia, and Europe, plus fiscal constraints in Europe and when AI productivity gains may broaden.

Guests (backgrounds)

Seth Carpenter (Morgan Stanley Global Chief Economist, Head of Macro Research); Michael Gapen (Chief U.S. Economist); Chetan Ahya (Chief Asia Economist); Jens Eisenschmidt (Chief Europe Economist).

Key claims

US hyperscaler/AI capex estimates rise to about $1.2–$1.3T in 2027 and up to ~$1.4T in 2028; AI capex adds ~40 bps to US growth this year. ~60% of hyperscaler spend is high-import-content equipment, benefiting Asia. Asia sees semiconductor exports to the US up ~90%, linked to US IT capex. Asia’s broader “industrial supercycle” includes AI/semiconductors, energy (~$900B energy capex in 2026 vs ~$380B AI/semis), defense, and onshoring. Europe is consumption-driven with weaker AI investment (plans ~20x smaller than US); fiscal is a regime shift due to aging, defense, and higher interest costs.

Notable examples

Korea/Taiwan/Japan as main semiconductor beneficiaries; US household net worth ~$180T with ~$55T created in five years tied partly to AI optimism; Europe’s “pushing a string” in Germany despite large fiscal packages.

Written by AI. May contain mistakes. Listen to the episode to check what was said.

Chapters

Tap a time to open that second in VO

Global Economic Shocks and AI CapEx

0:46 to 2:36

Discussion on economic shocks and the impact of AI-driven capital expenditures.

“But there is one underlying source of momentum that we have to talk about, and that is the AI-driven CapEx cycle.”

AI CapEx in the U.S. Economy

2:37 to 4:23

Exploration of the growth and significance of AI-related CapEx in the U.S.

“And that's clearly wrong, as you point out.”

Impact of AI Spending on Asia

4:24 to 6:15

Analysis of how U.S. AI spending is benefiting Asian economies, particularly in semiconductors.

“And there are four components to this story, AI and semiconductors CAPEX, which we just briefly discussed.”

Broader Industrial Cycle in Asia

6:16 to 8:33

Discussion on the CAPEX supercycle in Asia beyond AI, including energy and defense.

“So I think it's a fair summary to say that AI investment is not yet, or maybe will never get there, dominating the business cycle.”

Fiscal Policies and Economic Growth in Europe

8:34 to 10:36

Examination of fiscal policies in Europe and their relationship with economic growth.

“It's probably half what we expect, what the U.S.”

Future of AI CapEx Cycle

10:37 to 12:55

Predictions on the duration and structure of the ongoing AI CapEx cycle.

“When are we going to see a supply side of things coming from AI?”
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Transcript

Automatic transcript. May contain errors.

0:00Seth Carpenter:Welcome to Thoughts on the Market. I'm Seth Carpenter, Morgan Stanley's Global Chief Economist and Head of Macro Research. And I'm Michael Gapen, Chief U.S.

0:08Chetan Ahya:Economist. And I'm Chetan Ahya, Chief Asia Economist.

0:11Seth Carpenter:And I'm Jens Eisenschmidt, Chief Europe Economist. And today is going to be our third quarter economic roundtable taking a wide angle view on the global economy and all the key forces shaping our outlook and the economy. It's Monday, July 20th at 10 a.m. in New York. And 4 p.m. in Frankfurt. And 10 p.m. in Hong Kong. Since our last roundtable in April, the global economy has continued to face all sorts of shocks, a mix of resilience and friction. Inflation pressures have not disappeared. Energy and geopolitical risks have come up. They've receded. They've come back. They've receded all over the place.

0:49Seth Carpenter:But there is one underlying source of momentum that we have to talk about, and that is the AI-driven CapEx cycle. Michael, let me turn to you because the U.S. is a real focal point of all of this. Tell me a little bit about where Morgan Stanley Research is thinking about hyperscaler CapEx, how big it is. And then for you, when you think about the U.S. economy, just how big of a driver is it for what we're looking for in the U.S.? We continue to revise higher our estimates for hyperscaler and AI-related CapEx in the U.S. economy. We were thinking a little over a trillion for 2027. Now we're more like 1.2, 1.3 trillion, maybe as high as 1.4 trillion in 2028.

1:32So the level of hyperscaler spending continues to keep rising. The growth rate and its effect on the economy is likely to slow. But as you noted, it's still a major driver of momentum in the US. You would look at that headline number and think, wow, that's 3.5 % or so of GDP, must be a massive source of momentum for GDP growth. But roughly about 60 % of that hyperscaler CapEx spending goes to items like computers and peripherals, equipment spending categories that have a very, very high import content. We still get a significant number that AI CapEx is probably contributing around 40 basis points to growth this year, be a similar sized amount perhaps next year.

2:21So for an economy that's growing somewhere a little bit above 2 % right now, maybe closer to 2.5 % next year, that's a non-trivial amount. We just have to remember it's fueling growth around the world, just not here in the U.S.

2:36Seth Carpenter:Yeah, that's a really great point because I have seen some estimates where people say, well, if it wasn't for AI CapEx, the U.S. economy wouldn't have grown at all. And that's clearly wrong, as you point out. But U.S. imports are necessarily exports from somewhere else. And Chaitan, if I can pull you into the story, then U.S. firms are buying a lot of AI-related equipment from Asia. What does that mean in your part of the world? And in particular, I'm thinking about Korea, Taiwan, and maybe some other economies in Asia. What's the critical story there?

3:05Chetan Ahya:So for Asia, this has definitely been a big boom. If you look at Asia's exports, they have been booming. And particularly for the ones which are exporting semiconductors to the U.S., they are seeing semiconductor exports growing by 90%. And when we go back in time and compare Asia's semiconductor exports, it's very tightly linked to the U.S. IT CapEx. And it's not surprising when Mike Gapen mentions about the imports going up, it's on the other side helping Asia's exports quite meaningfully. So, so far, we have seen this benefiting Korea, number one, Taiwan, and also Japan. And all these three are big beneficiaries of U.S.

3:48Chetan Ahya:AI capex. And, of course, also not just U.S., but the other countries which are doing any little amount of capex on AI front, that's also helping these three economies in the region.

3:59Seth Carpenter:You've been doing a lot of work, Chetan, recently about how much the story can actually broaden out, that the AI capex cycle has really contributed to Asian growth, but it doesn't tell the whole story that there's a broader industrial cycle. Can you give us a little bit of a flavor of that story?

4:17Chetan Ahya:That's right, Seth. So we are actually highlighting that there is a CAPEX and industrial supercycle that is underway in Asia. And there are four components to this story, AI and semiconductors CAPEX, which we just briefly discussed. Number two is energy. Number three is defense. And number four is industrial supply chain on-shoring related CAPEX. I know that everybody still thinks that AI is the most important part of this story. But when I give you the numbers and the breakup of that, so for Asia, AI and semiconductor companies' CapEx is about$380 billion in 2026. But energy CapEx is going to be$900 billion.

5:02Chetan Ahya:So this is a far broader story than just AI for Asia.

5:07Seth Carpenter:Mike, let me come back to you and to the U.S. then. So isn't the growth story also broader than that as well domestically? So what's going on in terms of consumer spending in the U.S., and is there a broader CapEx story in the U.S. as well? I would say is it broader than that? I think maybe you could argue also it's narrower than that. And here's what I mean by that, that as I noted, AI CapEx contributing about 40 basis points to growth. it's certainly underpinning equity valuations in the U.S. and underpinning strong wealth creation. There's about$180 trillion in household net worth in the U.S.

5:43About$55 trillion of that has been created in just the last five years alone, underpinned in part by AI-related spending and optimism about future profitability. That's really supported spending by upper-income households. So I think it's both investment-led and consumer-led, but they're inextricably linked. So the positive for the U.S. is that it's providing a lot of resilience. The negative component of that is it feels like momentum in the U.S. is narrowly driven. Let me maybe jump in here from Europe to provide some perspective from the other side. So I think it's a fair summary to say that AI investment is not yet, or maybe will never get there, dominating the business cycle.

6:29What we do have instead is unusually consumption-driven expansion. That has to do not so much with an extraordinary strength of consumption, but more with an absence of other factors. Now, prospectively looking forward, we think the fiscal expansion might help lifting us a little bit. And then it is really the debate how much AI investment can arrive in Europe. For now, I would say it's probably a factor of 20 that separates European investment plans from the plans we know that exist for the US.

7:04Seth Carpenter:Let me stick with you then in Europe because you brought up fiscal as one of the factors going on here and where it's going. You and your team recently wrote a blue paper talking about what the outlook is for fiscal policy in Europe. And in particular, we had this era of cheap debt. Interest rates in Europe were low, at times negative. It was super easy to borrow. Not as much happened then. There's been a shift towards more fiscal expansion at the same time that interest rates have gone up, causing the cost of debt to go up. Feels like there's a lot of push and pull going on. Can you unpack for us a little bit what was in that paper you wrote?

7:39Seth Carpenter:what's going on with fiscal policy in Europe, especially in Germany, and what it might mean over time for Euro area countries. Yeah. So I think fiscal policy in Europe really is looking at a regime shift. So there is this very famous, probably in the US even more so than here, notion that the Europeans have built a very comfortable welfare state. And that's true if you just look at the accounting from a GDP perspective. It's close to 50 % that, you know, budgets are actually extended on welfare spending. And now you have three structural headwinds for any type of fiscal spend. So one is aging related costs.

8:18You mentioned it already. Defense spending has to increase significantly. And the interest rate costs will also rise significantly. All of that means there will be very hard choices to be made. The one thing that actually could help here is growth. Growth is the one thing that's for now at least missing, at least in comparison to the US. It's probably half what we expect, what the U.S. colleagues think is in the stake for the U.S. And a quarter or even less than that of what is there in Asia. So growth is really the key, the solution, the answer to everything in Europe. More growth than just 1%, which is potential, would help solving that fiscal challenge.

8:54For now, it looks really, really like an uphill battle. Returning to Germany, it's the one country that has a very good fiscal starting position. they're pushing a lot, but they're to some extent pushing a string. So even with the German huge fiscal package, given that private sector investments so far are absent, doesn't get us a ton of growth.

9:14Seth Carpenter:Chet, maybe I'll come back to you before we close part one of this roundtable. The AI CapEx cycle started with AI, broadened out further. How long do you expect this cycle to last? How durable can it be? And how might it compare to previous CapEx cycles?

9:30Chetan Ahya:Yes, so we think this will be a multi-year CapEx cycle. And when we are thinking about the duration of the cycle, there are two things that I would keep in mind. Number one is that most of the drivers that we just discussed, the CapEx on AI, energy, defense, and industrial supply chain, on-shoring related investments, these are all structural drivers. So we think these are going to continue for some more time. At this point of time, we have the visibility for this cycle to be lasting for three, four more years. And then the second point of framework that I would keep in mind is that the corporate balance sheets are in a pretty good shape.

10:12Chetan Ahya:So when you are thinking about the leverage in the private sector, you can look at both households and the corporate sector balance sheet. But since the cycle is CapEx driven, we are looking at the corporate balance sheets and they are in a pretty good shape. Across the region, corporate debt to GDP is below where it was in 2019.

10:32Seth Carpenter:Mike, let me wrap up quickly with you. We talked about AI, AI capex. For now, that's a very strong demand story. When are we going to see a supply side of things coming from AI? Are you already seeing a big contribution to GDP and growth from productivity coming from AI? We are, but not outside of the high-tech sectors. And we're seeing limited what I'll call labor market restructuring of tasks and occupations beyond high AI exposed occupation. So right now, everything is still very isolated. I think maybe as we get into 2029 and beyond. So as Chetton says, we probably have a three to four year super cycle here around a build out phase.

11:12Then we might see some of that broader base diffusion to other non-tech sectors in the economy.

11:19Seth Carpenter:All right, Jens, for you, let's wrap up here. So what is the state of play for the build out in the CapEx cycle for AI in Europe? Yeah, it's very early stages. As I said before, we really be connected to all the industry experts or analysts covering the sector. And the total plans are a factor of 20 below what we see in the US by just the seven hyperscalers. So I would say very fragmented, very small. In general, not only AI. I think the one thing I would be looking at for any type of sign of revival, sign of growth is investment. The second would be investment. And you can guess what the third would be.

11:58Investments in the core countries. That's really what we need to see. And we haven't seen much in Germany or France on this front.

12:05Seth Carpenter:That's a great place for us to stop today. We talked about the real side of the economy, AI, CapEx, trade. Tomorrow, we're going to come back and we'll talk about how that growth outlook affects inflation. And once you start talking about growth and inflation, you got to talk about policy. And that's where we'll be tomorrow. Mike, Jens, and Chetan, thank you for joining today. And to the listeners, thank you for listening. Be sure to tune in tomorrow for part two of our conversation. And I have to say, if you enjoy this show, please leave us a review wherever you listen and share thoughts on the market with a friend or a colleague today.

12:41Seth Carpenter:The preceding content is informational only and based on information available when created. It is not an offer or solicitation, nor is it tax or legal advice. It does not consider your financial circumstances and objectives and may not be suitable for you.

From the publisher

AI investment is reshaping the global outlook. In part one of this economic roundtable, our panel explores where the momentum is strongest — and where investment still needs to catch up.

Read more insights from Morgan Stanley.


----- Transcript -----


Seth Carpenter: Welcome to Thoughts on the Market. I'm Seth Carpenter, Morgan Stanley's Global Chief Economist and Head of Macro Research. 

Michael Gapen: And I'm Michael Gapen, Chief U.S. Economist. 

Chetan Ahya: And I'm Chetan Ahya, Chief Asia Economist. 

Jens Eisenschmidt: And I'm Jens Eisenschmidt, Chief Europe Economist. 

Seth Carpenter: And today is going to be our third quarter economic roundtable taking a wide-angle view on the global economy and all the key forces shaping our outlook and the economy. 

Seth Carpenter: It's Monday, July 20th at 10am in New York 

Jens Eisenschmidt: And 4pm in Frankfurt. 

Chetan Ahya: And 10pm in Hong Kong. 

Seth Carpenter: Since our last roundtable in April, the global economy has continued to face all sorts of shocks, a mix of resilience and friction. Inflation pressures have not disappeared. Energy and geopolitical risks have come up, they've receded, they've come back, they've receded all over the place 

But there is one underlying source of momentum that we have to talk about. And that is the AI-driven CapEx cycle. 

Michael, let me turn to you because the U.S. is a real focal point of all of this. Tell me a little bit about where Morgan Stanley Research is thinking about hyperscaler CapEx. How big it is? And then for you, when you think about the U.S. economy, just how big of a driver is it for what we're looking for in the U.S.? 

Michael Gapen: Yeah, we continue to revise higher our estimates for hyperscaler and AI-related CapEx in the U.S. economy. We were thinking a little over a trillion for 2027. Now we're more like 1.2 - 1.3 trillion, maybe as high as 1.4 trillion in 2028. So, the level of hyperscaler spending continues to keep rising. 

The growth rate and its effect on the economy is likely to slow. But as you noted, it's still a major driver of momentum in the U.S. You would look at that headline number and think, "Wow, that's, you know, 3.5 percent or so of GDP. Must be a massive source of momentum for GDP growth." But roughly about 60 percent of that hyperscaler CapEx spending goes to items like computers and peripherals, equipment spending categories that have a very, very high import content. 

We still get a significant number that AI CapEx is probably contributing around 40 basis points to growth this year. Be a similar-sized amount perhaps next year.

So, for an economy that's growing somewhere a little bit above 2 percent right now, maybe closer to 2.5 percent next year, that's a non-trivial amount. We just have to remember it's fueling growth around the world, just not here in the U.S. 

Seth Carpenter: Yeah, that's a really great point because I have seen some estimates where people say, "Well, if it wasn't for AI CapEx, the U.S. economy wouldn't have grown at all." And that's clearly wrong, as you point out. 

But U.S. imports are necessarily exports from somewhere else. And, Chetan, if I can pull you into the story then, U.S. firms are buying a lot of AI-related equipment from Asia. What does that mean in your part of the world? And in particular, I'm thinking about Korea, Taiwan, and maybe some other economies in Asia. 

What's the critical story there? 

Chetan Ahya: So, for Asia, this has definitely been a big boon. If you look at Asia's exports, they have been booming, and particularly for the ones which are exporting semiconductors to the U.S. They are seeing semiconductor exports growing by 90 percent. And when we go back in time and compare Asia's semiconductor exports, it's very tightly linked to the U.S. IT CapEx. And it's not surprising when Mike Gapen mentions about the imports going up. It's on the other side, helping Asia's exports quite meaningfully. 

So, so far, we've seen this benefiting Korea, number one, Taiwan, and also Japan. All these three are big beneficiaries of U.S. AI CapEx. And of course, also not just U.S., but the other countries which are doing any little amount of CapEx on AI front, that's also helping these three economies in the region. 

Seth Carpenter: You've been doing a lot of work, Chetan, recently about how much the story can actually broaden out, that the AI CapEx cycle has really contributed to Asian growth, but it doesn't tell the whole story that there's a broader industrial cycle. 

Can you give us a little bit of a flavor of that story? 

Chetan Ahya: That's right, Seth. So, we are actually highlighting that there is a CapEx and industrial super cycle that is underway in Asia, and there are four components to this story. AI and semiconductors CapEx, which we just briefly discussed. 

Number two is energy. Number three is defense. And number four is industrial supply chain onshoring related CapEx. I know that everybody still thinks that AI is the most important part of this story, but when I give you the numbers and the breakup of that... So, for Asia, AI and semiconductor companies CapEx is about $380 billion in 2026, but energy CapEx is going to be $900 billion. 

So, this is a far broader story than just AI for Asia. 

Seth Carpenter: Mike, let me come back to you and to the U.S. then. So, isn't the growth story also broader than that as well domestically? 

So, what's going on in terms of consumer spending in the U.S., and is there a broader CapEx story in the U.S. as well? 

Michael Gapen: I would say, is it broader than that? I think maybe you could argue also it's narrower than that. Here's what I mean by that. As I noted AI CapEx contributing about 40 basis points to growth, it's certainly underpinning equity valuations in the U.S. and underpinning strong wealth creation. 

So about [$]180 trillion in household net worth in the U.S. About [$]55 trillion of that has been created in just the last five years alone, underpinned in part by AI-related spending and optimism about future profitability. That's really supported spending by upper income households. So, I think it's both investment-led and consumer-led, but they're inextricably linked. 

So, the positive for the U.S. is that it's providing a lot of resilience. The negative component of that is it feels like momentum in the U.S. is narrowly driven. 

Jens Eisenschmidt: Let me maybe jump in here from Europe to provide some perspective from the other side. So, I think it's a fair summary to say that AI investment is not yet, or maybe will never get there, dominating the business cycle. 

What we do have instead is an unusually consumption-driven expansion. That has to do not so much with an extraordinary strength of consumption, but more of an absence of other factors. Now, prospectively looking forward, we think the fiscal expansion might help lifting us a little bit. And then it is really the debate how much AI investment can arrive in Europe. 

For now, I would say it's probably a factor of 20 that separates European investment plans from the plans we know that exist for the U.S. 

Seth Carpenter: Let me stick with you then in Europe because you brought up fiscal as one of the factors going on here and where it's going… You and your team recently wrote a blue paper talking about what the outlook is for fiscal policy in Europe, and in particular, we had this era of cheap debt. Interest rates in Europe were low, at times negative. It was super easy to borrow. Not as much happened then. 

There's been a shift towards more fiscal expansion at the same time that interest rates have gone up, causing the cost of debt to go up. Feels like there's a lot of push and pull going on. Can you unpack for us a little bit what was in that paper you wrote, what's going on with fiscal policy in Europe, especially in Germany? And what it might mean over time for Euro-area countries? 

Jens Eisenschmidt: Yeah, so I think fiscal policy in Europe really is looking at a regime shift. So, there is this very famous, probably in the U.S. even more so than here, notion that the Europeans have built a very comfortable welfare state. And that's true if you just look at the accounting from a GDP perspective. It's close to 50 percent that, you know, budgets are actually extended on welfare spending. 

And now you have three structural headwinds for any type of fiscal spend. So, one is aging related costs, you mentioned it already. Defense spending has to increase significantly, and the interest rate costs will also rise significantly. All of that means there will be very hard choices to be made. 

The one thing that actually could help here is growth. Growth is the one thing that's, for now at least, missing, at least in comparison to the U.S. It's probably half what we expect, what the U.S. colleagues think is in stake for the U.S., and a quarter or even less than that of what is there in Asia. 

So, growth is really the key, the solution, the answer to everything in Europe. More growth than just 1 percent, which is potential, would help solving that fiscal challenge. For now, it looks really, really like an uphill battle. Returning to Germany, it's the one country that has a very good fiscal starting position. 

They are pushing a lot but they're to some extent pushing a string. So, even with the German huge fiscal package, given that private sector investments so far are absent, doesn't get us a ton of growth. 

Seth Carpenter: Chetan, maybe I'll come back to you before we close part one of this roundtable. The AI CapEx cycle started with AI, broadened out further. How long do you expect this cycle to last? How durable can it be? And how might it compare to previous CapEx cycles? 

Chetan Ahya: Yeah, Seth. So, we think this will be a multi-year CapEx cycle. And when we are thinking about the duration of the cycle, there are two things that I would keep in mind. 

Number one is that most of the drivers that we just discussed – the CapEx on AI, energy, defense, and industrial supply chain onshoring related investments – these are all structural drivers. So, we think these are going to continue for some more time. At this point of time, we have the visibility for this cycle to be lasting for three-four more years. 

And then the second point of framework that I would keep in mind is that the corporate balance sheets are in a pretty good shape. So, when you are thinking about the leverage in the private sector, you can look at both households and the corporate sector balance sheet. But since the cycle is CapEx driven, we are looking at the corporate balance sheets, and they are in a pretty good shape. 

Across the region, corporate debt to GDP is below where it was in 2019. 

Seth Carpenter: Mike, let me, let me wrap up quickly with you. We talked about AI, AI CapEx. For now, that's a very strong demand story. 

When are we going to see a supply side of things coming from AI? Are you already seeing a big contribution to GDP and growth from productivity coming from AI? 

Michael Gapen: We are, but not outside of the high-tech sectors, and we're seeing limited, what I'll call labor market restructuring of tasks and occupations beyond high AI-exposed occupations. 

So right now, everything is still very isolated I think maybe as we get into 2029 and beyond, so as Chetan says, we probably have a three to four-year super cycle here around a build-out phase. Then we might see some of that broader-based diffusion to other non-tech sectors in the economy. 

Seth Carpenter: All right, Jens, for you, let's wrap up here. So, what is the state of play for the build-out in the CapEx cycle for AI in Europe? 

Jens Eisenschmidt: Yeah, it's very early stages. As I said before, we really; we connected to all the industry experts or analysts covering the sector and the total plans are a factor of 20 below what we see in the U.S. by just the seven hyperscalers. So, I would say very fragmented, very small, in general. Not only AI. 

I think the one thing I would be looking at for any type of sign of revival, sign of growth is investment. The second would be investment. And you can guess what the third would be… Investments in the core countries. That's really what we need to see, and we haven't seen much in Germany or France on this front. 

Seth Carpenter:

That's a great place for us to stop today. We talked about the real side of the economy, AI, CapEx, trade. Tomorrow we're going to come back, and we'll talk about how that growth outlook affects inflation. And once you start talking about growth and inflation, you got to talk about policy, and that's where we'll be tomorrow. 

Mike, Jens, and Chetan, thank you for joining today. And for the listeners, thank you for listening. Be sure to tune in tomorrow for Part 2 of our conversation. And I have to say, if you enjoy this show, please leave us a review wherever you listen, and share Thoughts on the Market with a friend or a colleague today.

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