AI Spending Is Propping Up a 3 Percent World Economy

IMF Managing Director Kristalina Georgieva said on October 12 that AI infrastructure spending is keeping global growth at around 3 percent. She told the IMF and World Bank annual meetings in Bangkok that the boom is a demand shock and an investment shock, set against an energy supply shock from the Middle East.

The line sounds like a rescue. It is also an admission that a buildout she compares with railroads and power grids is only holding the world at a rate the Fund already marked down in July.

Georgieva Calls the AI Boom a Demand Shock

Speaking at the Queen Sirikit National Convention Center, Georgieva said Asian economies that supply the hardware, naming Thailand, are taking the first hit of extra demand. She put the possible growth boost at a half to one percentage point in advanced regional economies, and 0.2 to 0.8 percentage point in emerging Asia.

So that shift into higher gear is what is keeping the world economy growing at around 3%, despite the fact we are being dragged down by the energy supply shock.

Kristalina Georgieva, Managing Director, IMF, Annual Meetings in Bangkok

She said the first wave is already visible, and named the United States, China and India as the most important AI producers. Those three are also the big spenders. In her October 7 curtain-raiser in Singapore she described the United States, China and India as net importers of AI hardware that are building the plants and data centers they need to stay in the market.

The same speech said the world is being pulled in two opposite directions: a negative energy supply shock and a positive AI demand shock that is also feeding inflation. The combined effect, she said, is highly uneven, and the boom is bypassing many countries.

Global Growth Is Holding at 3 Percent for a Reason

Around 3 percent is not a new ceiling the Fund just discovered in Bangkok. In its July 2026 World Economic Outlook Update, the IMF put 3.0 percent for 2026 and 3.4 percent for 2027, down from a 3.5 percent average in 2024 and 2025. That is a half-point slower than the mid-decade pace, even with the technology cycle running hot.

The January 2026 update had still penciled in 3.3 percent for 2026. The war in the Middle East, and the hit to energy supply that came with it, is the drag Georgieva is now netting against AI capital spending. The full World Economic Outlook is due on October 13, during meetings that run through October 18.

IMF GROWTH FORECASTS THROUGH OCTOBER

In Singapore she said that if AI is handled well it could add about 0.5 percentage point a year to world growth. Moving from 3 percent to 3.5 percent over a decade, she said, would be like adding an economy the size of ASEAN. That 3.5 percent is an upside path, not the 3.5 percent average the Fund recorded for 2024 and 2025.

The uncomfortable reading is simple. A spend she says will match or exceed the railroads, the electricity grid, or telecoms is being asked to do the job of keeping the global rate from slipping further, not of lifting it into a new era.

Thailand Makes the Chips and Still Grows 2 Percent

Georgieva’s Thailand example is the tell. The World Bank’s East Asia and Pacific update, released October 6 and titled Riding the AI Wave, raised the region’s 2026 growth forecast to 4.5 percent, 0.3 point above its April number. It still sees the region slowing from 5.0 percent in 2025, then to 4.4 percent in 2027 and 4.3 percent in 2028, or 4.4 percent a year across 2026 to 2028.

Thailand, the country she held up as a hardware supplier, is forecast at 2.0 percent in 2026. That is 0.7 point better than April, and it is still a 2 percent economy. Vietnam took the large upgrade, 1.1 points, to 7.4 percent. Malaysia was raised 0.7 point to 5.1 percent. Indonesia is at 5.2 percent. China, the region’s giant, is at 4.5 percent as the property hangover and a soft labor market keep domestic demand in check.

EAST ASIA GROWTH IN 2026

Carlos Felipe Jaramillo, the World Bank’s vice president for East Asia and Pacific, said deep integration into global value chains had positioned the region to benefit from the surge in AI-related activity. The benefit is real for the exporters on that chain. It is also narrow.

East Asia and Pacific’s deep integration into global value chains and economic dynamism have positioned the region to benefit from the surge in global AI-related activity.

Carlos Felipe Jaramillo, Vice President for East Asia and Pacific, World Bank

How Much of World Trade Now Runs on AI Goods

The World Trade Organization made the same concentration visible in goods trade on October 8. It raised its 2026 forecast for merchandise trade volumes to 3.9 percent from a March baseline of 1.9 percent, and lifted 2027 to 4.1 percent. AI-enabling goods such as semiconductors and servers accounted for 47 percent of global merchandise trade growth in value in the first half of 2026, while making up 14.8 percent of trade.

That 14.8 percent share is nearly double the 7 to 8 percent recorded between 2016 and 2023. Trade in those products rose 16 percent in 2024, 31 percent in 2025, then 67 percent year on year in the first half of 2026. In 2025 the top 10 traders of AI-enabling goods handled about 85 percent of world exports and 80 percent of imports.

WHERE THE TRADE BOOM IS CONCENTRATED

• Share of growth: AI-enabling goods supplied 47 percent of the rise in world merchandise trade value in the first half of 2026.
• Share of trade: Those goods were 14.8 percent of merchandise trade in that period, up from 7 to 8 percent in 2016 to 2023.
• Asia’s weight: The WTO outlook has Asian economies contributing 4.0 percentage points to the 3.9 percent rise in global goods-trade volumes this year, more than the world total, with other regions netting out the rest.
• The factory map: East Asia, including China, supplies more than half of AI-enabling goods exports, and Southeast Asia about another quarter.

Georgieva said AI hardware and related technology products already account for more than a tenth of world goods trade, and that the share is still rising. The WTO’s 14.8 percent figure for the first half of 2026 is the harder count of the same pile. Without that pile, the trade picture would look a lot closer to the energy shock.

Factory Orders Have Not Reached Most Workers

The World Bank’s own warning sits in the same report that raised the regional forecast. A global surge in AI-related activity is lifting countries that participate in AI supply chains, it said, while high energy costs weigh on others, above all Pacific Island economies. The influence of AI is unmistakable in the region’s industrial sector, and less apparent in the rest of the economy.

AI use in East Asia and Pacific is still less common than in advanced economies. Only 13 percent of jobs in the region fall into the complex-thinking category where the Bank says AI is most useful, against 39 percent in advanced economies. Firms that do post for AI skills want math, critical thinking, and social skills bundled with them, which is a small slice of the labor market, not a mass upgrade.

Georgieva put a sharper labor number on the table in Bangkok. Over time, she said, AI could lead to 40 percent of jobs being augmented, downgraded, or eliminated, and the biggest worry is young people walking into routine work. She said governments will also have to think about tax bases if the structure of the labor market shifts.

UN Trade and Development, in a separate 2026 outlook, traced value in an advanced AI server rack and found post-tax profits at 68 percent of the value it could follow, with workers receiving less than 15 percent. Developed economies, it said, captured about 70 percent of announced greenfield investment in high-value strategic industries, including semiconductors and AI infrastructure, between 2020 and 2025. The demand shock Georgieva is counting is real. The paycheck shock is still mostly a forecast.

What a Pause in AI Spending Would Take With It

Because so much of the 3 percent hold depends on one investment cycle, a pause is no longer a tech-sector story. The World Bank put planned AI capital spending for 2025 through 2028 at $2.9 trillion, with $800 billion expected from private credit, and said AI-related lending rose to 34 percent of private-credit activity in 2025 from an 18 percent average over the prior five years. It also put AI-related capital expenditure at about 6 percent of U.S. GDP, in the same zone as the 2000 peak in information-technology investment, and said this cycle has risen faster than the last two and is still gaining speed.

Georgieva has already named the financial side. Heavy concentration, she said in Singapore, puts pressure on AI companies to deliver the productivity and earnings that justify high valuations. Disappointment, she warned, could turn into a far-reaching shock. That is the other face of calling the boom the thing that keeps world growth at around 3 percent: the same boom is now large enough to bruise the world if it stumbles.

THE OCTOBER PAPER TRAIL

1. October 6, 2026: The World Bank raises East Asia and Pacific growth to 4.5 percent and warns that a reversal in AI activity could turn a source of strength into a weakness.
2. October 7, 2026: Georgieva, in Singapore, sets the annual meetings around an energy shock, record public debt, and an AI demand shock that is uneven and inflationary.
3. October 8, 2026: The WTO more than doubles its 2026 goods-trade forecast to 3.9 percent and attributes 47 percent of first-half value growth to AI-enabling goods.
4. October 12, 2026: In Bangkok, Georgieva says AI infrastructure spending is what is keeping global growth at around 3 percent.
5. October 13, 2026: The IMF publishes the full World Economic Outlook during the Bangkok meetings.

The 3 percent figure only keeps working if the spending keeps running and if some of it eventually shows up as broader productivity. Racks in the ground are the easy part of that sentence. Earnings and jobs are the hard part, and they are still mostly promised.

War and Costly Fuel Hit the Rest of the Map

Georgieva said the new forecasts due in Bangkok will show the largest growth downgrades in economies ravaged by war. The energy supply shock is the other pole of her map, and it does not spare Asia evenly. Pacific Island countries, which import fuel and sit far from the chip chain, were marked down 0.6 point to 2.1 percent. The Philippines, inside the region’s manufacturing belt, was left at 3.7 percent with no upgrade. Cambodia was cut 0.4 point to 3.5 percent.

The World Bank said East Asia’s inflation rise has been larger than the global increase because the region is a major net oil importer. High energy prices have not hit as hard as feared, it said, because of market adjustment, more renewables, inventory drawdown, and consumer subsidies. A long stretch of costly fuel, a strong El Niño, or a slowdown in AI investment with financial strains attached remain the three risks it put on the page.

So the IMF’s working number for the world is around 3 percent, held there by a buildout that has rewritten goods trade and left Thailand, the named beneficiary, growing at 2.0 percent. The Fund puts the detailed tables out on October 13. Until those pages are public, the claim on the table in Bangkok is that AI capital spending is doing the work that the rest of demand is not.

Disclaimer: This article is news reporting and analysis of IMF, World Bank, and WTO forecasts and public remarks. It is informational only and does not constitute investment, trading, or financial advice, and it is not a recommendation to buy or sell any security, commodity, or currency. Readers should consult a licensed financial adviser or qualified economist before making decisions based on growth forecasts or sector outlooks. Figures and statuses reflect the cited official documents and speeches as dated above and can change when the full World Economic Outlook is issued or when later data revisions arrive.