America's AI boom is a jobs opportunity, not an excuse for universal basic income
Labor leaders and policymakers are debating how the nation should respond to the rapid expansion of artificial intelligence–driven infrastructure, with one side urging a massive build‑out of data centers and related facilities and the other advocating for a universal basic income as a compensatory measure.
The discussion gained attention after a former Secretary of Labor, who served under President Trump and whose father was a Teamster, wrote that the real choice facing the country is whether to pay workers to disappear or to put American labor to work constructing the foundations of the AI economy. He noted that his time in Congress was spent cultivating relationships with unions that many Republicans had dismissed, and that his appointment to the Labor Department felt personal because of his father’s union background.
According to the writer, the White House announced in January a private‑sector initiative called Stargate, pledging $500 billion for AI infrastructure nationwide. Dozens of additional projects are already underway. A single large data‑center site can employ roughly 1,500 skilled tradespeople at peak construction, many of whom earn six‑figure wages with overtime. Electrical work alone accounts for between 45 % and 70 % of a data center’s building budget.
The workers filling these roles are overwhelmingly union members — electricians, pipefitters, ironworkers, HVAC technicians and operating engineers. Jensen Huang, chief executive of Nvidia, described the current effort as “the largest infrastructure buildout in human history.” Sanjay Mehrotra, chief executive of Micron, said the investment represents “American investment. American technology. American workers.”
Proponents of the construction approach argue that the correct response is to expand registered apprenticeships, streamline permitting for power projects, and invest in training the next generation of electricians and pipefitters so that wages rise with demand. They contend that this strategy honors the trades that built the interstate highway system and the nation’s original power grid, and it offers opportunity to regions that have been told for years that their skills are obsolete.
Opponents of that view point to the growing call for a universal basic income, claiming that AI will eliminate work and that the government should simply issue checks to all citizens as an act of compassion. The former labor secretary rejects that idea, calling it a surrender that undermines the dignity of work. He quoted his own belief that “work is not just a paycheck. It is the thing that lets a parent stand up, look their kids in the eye, and say, ‘I built this.’”
Evidence cited in the debate includes a recent study of California’s basic‑income pilot, which found that the program failed to deliver financial independence to participants.
The writer says the nation now faces a test: whether to embrace the construction boom that is already putting thousands of tradespeople to work, or to accept a policy that replaces wages with government checks. He adds that voters in the political middle are watching closely, and that the outcome will shape who gets to own the future economy being built today.