OpenAI revives Robotics division to build robots for data centers and power grids

Sam Altman announced on X that "OpenAI Robotics is hiring, looking for exceptional full-stack hardware, ops, systems, and ML engineers to help us program and manufacture robots that are useful for society," with the post drawing 12,765 likes. The near-term goal, he said, is robots to help build the physical infrastructure — data centers and power-grid components — that AI itself increasingly depends on, a notably self-referential rationale as the industry strains against compute and energy bottlenecks.

This marks OpenAI's biggest robotics commitment since it disbanded its original robotics team in 2021 to focus on language models. The reversal reflects a broader 2026 industry pivot toward "physical AI" — embodied systems that act in the real world — that Silicon Valley has dubbed "let's get physical." Greg Brockman and COO Brad Lightcap amplified the hiring push, with Brockman confirming rapid progress toward AI in the physical world.

The move puts OpenAI on a collision course with NVIDIA's physical-AI stack (Cosmos 3, Jetson) and with the wave of humanoid and industrial-robot startups, while echoing OpenAI's separate hardware ambitions via its acquisition of Jony Ive's device startup. Building robots to construct the very data centers that train and serve frontier models is a vertically integrated bet on solving its own supply constraints.

Readers should watch whether OpenAI builds robots in-house or partners with existing manufacturers, and how the infrastructure-first framing squares with the consumer-AI-device ambitions surfacing elsewhere in the company. The 2021 shutdown is a reminder that OpenAI has retreated from robotics before; execution, not intent, will determine whether this iteration sticks.