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In a commencement address to the Class of 2026 at Carnegie Mellon University on Sunday, Nvidia CEO Jensen Huang argued that the future of artificial intelligence will not be defined by lines of code alone, highlighting the role of physical labor in building the infrastructure that powers AI.
Huang told graduates, “To electricians, plumbers, ironworkers, technicians, and construction workers—this is your moment,” adding that “AI is not just creating a new computer industry; it is opening a completely new industrial era.” He framed AI as an opportunity for the United States to “rebuild once again,” while pointing to the labor market as broader than what software-engineering degrees typically suggest.
The scale of investment required for AI infrastructure is central to Huang’s message. The article notes that capital expenditure by leading tech firms could reach up to $700 billion this year, largely to build data centers and the infrastructure needed to train, deploy, and maintain AI models.
It also cites a McKinsey report from last year stating that the global data-center boom could drive nearly $7 trillion in investment by the end of the decade, assuming companies continue to meet market demand.
As AI changes the outlook for office work, Huang and other experts referenced in the article suggest that traditional blue-collar roles could be a “smart and sustainable career path” for new graduates. The piece describes a growing interest among younger people in trades, driven in part by disillusionment with college degrees and a desire to protect career prospects from AI-related disruption.
Despite strong demand for data-center construction, the article cautions that not all signals are positive. It says hiring spikes and high wages depend on the AI industry’s overall trajectory, which it characterizes as volatile.
It also notes that data-center workers may not have guaranteed long-term employment once a project ends.
Further, the article reports that data-center construction slowed last year for the first time since 2020, citing zoning, permitting, and power-supply issues as contributing factors.
On costs, it states that non-residential construction costs have been flat since 2024, according to the Associated Builders and Contractors (ABC). However, ABC’s report cautions that this could ease somewhat due to tariffs, higher input costs, and a shrinking workforce after immigration restrictions.
The article quotes Anirban Basu of ABC, saying that aside from the ongoing data-center boom, there are few other growth drivers for the industry.
While Huang’s vision emphasizes robust, high-paying engineering opportunities that could attract younger generations, the piece concludes that the future of tradespeople remains closely linked to the technology and infrastructure buildout they support.
Source: Fortune.
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