Meta is testing robots inside its data centers that could replace up to 80% of the physical workload performed by some employees — and no one in Washington is asking a single question about it.
The move means communities across America that traded tax incentives and public goodwill for data center jobs may have been sold a bill of goods. Meta has promoted its facilities as engines of local economic growth, claiming its U.S. projects have supported more than 30,000 skilled trade jobs and 5,000 operational jobs since 2010. But if automation guts long-term staffing, those promises evaporate the moment the ribbon-cutting cameras leave town.
According to the International Business Times, reporting on details first published by WIRED, Meta is evaluating robotic systems from Watney Robotics, Kinova, and ABB at facilities in Altoona, Iowa and New Albany, Ohio. A Kinova Gen3 robotic arm can power-cycle servers or cut electricity to equipment. A cable-swapping robot could eventually take over most of the physical labor data center technicians currently perform. One worker told WIRED that if successful, the cable-swapping robot alone could replace 80% of the workload for some employees.
Meta spokesperson Francis Brennan pushed back, saying the company needs additional skilled labor as America's data center construction boom accelerates. That is the pitch. The reality on the ground tells a different story. Dual-armed Watney robots already perform cabling under human supervision in Altoona. ABB robots on wheels reseat components in New Albany. Self-driving tuggers move heavy racks. Inventory robots scan equipment for failures. The machines are not fast yet — one inventory robot reportedly cannot distinguish red from green equipment lights because its camera sees only grayscale, and workers have criticized it for being slow — but the trajectory is unmistakable.
The AI infrastructure buildout driving all of this is consuming staggering amounts of energy at the same time. Business Insider reports that Elon Musk said SpaceX will manufacture its own gas turbine blades to speed natural gas power generation for AI data centers, claiming in-house casting could accelerate turbine production by up to 18 months. Meta's own Hyperion data center in northern Louisiana will require 10 new gas power plants. OpenAI, Amazon, and Microsoft have all struck natural gas partnerships to feed their facilities. The rush has created a global turbine shortage.
The pattern is plain: Big Tech promises jobs and investment, communities deliver subsidies and permits, and then the companies automate the jobs and burn the gas. Both parties in Congress have held zero hearings on the displacement. The same politicians who genuflect to working families have watched Big Tech's market caps soar past a trillion dollars while the infrastructure to make the American data center worker obsolete gets built in plain sight.
Meta's robots still need human oversight. They stumble over cables and navigate corners poorly. But "not yet" is not "never." The open question is whether anyone with power will notice before the answer arrives on its own.
