Meta is testing robots that can swap network cables, power-cycle servers, reseat components and inspect equipment inside data centers in Iowa and Ohio, WIRED reported. The trials include supervised dual-armed machines and wheeled platforms at the Prometheus campus. One worker estimated that a successful cable robot could absorb up to 80 percent of some technicians' workloads. Current machines remain slower than people, need frequent charging, struggle with loose cables and sometimes require a person to open doors or move them between buildings. One inspection robot cannot distinguish red from green indicator lights. Meta declined to discuss the tests; a spokesperson said the company is investing in training and hiring because skilled workers remain scarce.

Every chatbot request depends on racks that must be connected, inspected and restarted when software cannot recover them remotely. A technician recognizes a damaged connector, incorrect cable tension and the irregularities that turn a routine reset into a longer repair. Automating those gestures may reduce heavy lifting and repetitive rounds while shrinking the entry-level work through which technicians learn the building. If Meta redesigns racks, doors and cabling around robotic access, the data center becomes legible first to its machines and afterward to the people supervising them. For now, the robot that restarts a server may still need a worker to untangle its cable, interpret the warning light and let it through the next door.