Ars Technica, drawing on people familiar with the projects, reports Meta is putting tugger and inventory robots to work in data centers, including Iowa and Virginia. WIRED has described tests of machines that plug cables and reset servers.
That sounds like science fiction until you walk a modern hall: miles of fiber, repetitive lifts, and a labor market that cannot grow as fast as GPU clusters. Meta's bet is that 'AI-native' facilities should not depend on an ever-larger technician army for the dull physical loop.
The honest limit, even in 2026, is reliability. Delicate connector work still fails in ways that are expensive. A 10× improvement from a terrible baseline is not a replacement workforce.
Labor groups will read this as a jobs story. Operators will read it as uptime. Both are right: if the robots work, headcount per megawatt falls. If they do not, Meta has funded a very public R&D demo.