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The artificial intelligence surge that has powered Wall Street to record highs is showing signs of vulnerability as investors begin to question whether the sector’s massive growth expectations are sustainable. Analysts warn that the AI trade — which now drives nearly half of the S&P 500’s $57 trillion valuation — faces potential headwinds from overspending, energy constraints, and delayed returns.

AI enthusiasm has propelled the S&P 500 up 13% and the Nasdaq 17% so far this year, but market strategists say valuations may be running ahead of reality. “There’s a lot of growth already priced in,” said Steve Lowe of Thrivent Financial. “That’s what makes this trade fragile.”

A major concern is soaring capital expenditure. Barclays projects annual AI infrastructure spending by major tech firms — including Microsoft, Amazon, Meta, and Alphabet — will reach $500 billion by 2027, double today’s levels. Analysts caution that companies could see profits squeezed if investment outpaces revenue growth. Others warn of systemic risks as firms like Nvidia deepen their financial links to AI partners such as OpenAI.

Energy capacity is also emerging as a constraint. Barclays’ Venu Krishna called the availability of power “one of the most important gating factors” for sustaining AI growth. Meanwhile, some investors are questioning whether the productivity gains from AI are materializing fast enough to justify the enormous spending.

“If the payoff doesn’t arrive soon,” said Patrick Ryan of Madison Investments, “the entire AI story could lose credibility.”