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[Hanmi Data Lab] Week 5 of April (27th-30th) Money Insight
  • 한미일보 경제부
  • May 4, 2026 at 6:56 AM
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  • The AI competition is not over; it has moved to cost competition.
  • The more interest rates and oil prices fluctuate, the more the market demands cash flow.

A composite image of cityscapes, data centers, and financial graphs, illustrating a market structure where growth and costs are intertwined. [Photo = Hanmi Ilbo Composite]This Week's Theme: "Costs Over Growth"

 

This week's market cannot be simply characterized as an "AI rally." Big tech companies reported strong earnings, and investment in AI infrastructure continued.


However, the market did not blindly cheer at the mention of AI as it once did. Instead, it posed more questions.

 

How much is that investment worth? When will that money be recouped? Will those expenditures translate into revenue and cash flow? Beyond the fact that AI is growing, the costs associated with that growth became the market's primary concern.

 

This week, Money Insight has one question:

 

Why has the market become more discerning while continuing to focus on AI?

 

The answer lies in costs.


AI is no longer a niche theme. It has become a massive industry driving semiconductors, servers, cloud computing, data centers, power, cooling, and networks.


As industries grow, dreams alone are insufficient. Money must be invested, and that money must be recovered. The market has begun to look at AI's income statement rather than its future.

 

Three structural shifts were confirmed in this week's market.

 

First, AI competition is shifting from performance to cost.


Simply creating more intelligent models is no longer enough. The ability to perform the same tasks at a lower cost, and to achieve higher productivity with less power and fewer computing resources, has become crucial.


This is why the market is now focusing on "intelligence per unit."

 

Second, big tech's CAPEX is both evidence of growth and a signal of burden.


Increased capital expenditure signifies that AI demand is driving actual investment. Simultaneously, it suggests that this investment could pressure companies' cash flows.


Therefore, the market is not viewing CAPEX expansion solely as a positive. It scrutinizes what kind of revenue that spending generates and which companies' profits it benefits.

 

Third, individual investors need to choose games they can win.


Chasing short-term themes and entering the same arena as professional investors puts individuals at a disadvantage in terms of information, speed, and capital. Individuals have relative advantages in different areas: time, savings, long-term holding, and resilience to volatility.


As the market becomes more complex, the ability to quickly exit unfavorable games becomes more important than a single spectacular victory.

 

Hence, this week's theme is "Costs Over Growth."

 

The market has not abandoned the future of AI. Rather, because AI has become a tangible industry, it is now scrutinizing it more rigorously.


Who can supply more intelligence at a lower cost has become more important than who speaks of grander dreams. Who can recoup that investment through cash flow has become more important than who announces more investment.

 

For the Korean market, this shift presents both an opportunity and a warning.


The opportunity lies in the potential for AI infrastructure demand to expand to semiconductors, memory, power, shipbuilding, and the energy supply chain.


The warning is that simple themes alone will be difficult to sustain long-term.


Going forward, the market will ask more questions.


Are these investments actual orders? Is this demand repeatable? Are these costs manageable? And can this company make money within that trend?

 

This week's market conclusion can be summarized as follows:

 

"AI fueled the market's dreams, and costs have begun to validate those dreams."

 

Next Week's Checkpoints: Three Areas

 

First, whether the rebound in AI-related stocks is supported by earnings and order fundamentals.


This requires verification of revenue, margins, and cash flow, not just speculation.

 

Second, pressure from oil prices and interest rates.


If oil prices rise again and interest rate cut expectations diminish, the valuation of growth stocks could come under renewed pressure.

 

Third, the sustainability of the Korean market's re-evaluation.


The sustainability of index growth depends on the stabilization of semiconductor earnings outlooks, the won-dollar exchange rate, foreign investor flows, and power infrastructure demand.

 

※ This article is a market trend commentary and not investment advice. Actual stock prices and capital flows may vary due to exchange rates, oil prices, geopolitical variables, corporate earnings, and policy changes.


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