English articles about physical ai companies at Physical AI Lab.
Genie 3 is a world model that generates interactive virtual environments, not a robot VLA or motor controller. It may supply training and evaluation worlds, but a separate policy, hardware interface and safety stack must command a physical robot.
There is no single physical AI engineer role. Choose a lane—controls, perception, robot learning, integration or mechatronics—then build a shared systems foundation and three reproducible projects that expose both success and failure.
Use `unitree_mujoco` for low-level DDS/controller verification, `unitree_rl_gym` for Unitree’s standalone NVIDIA Isaac Gym locomotion workflow, and `unitree_rl_lab` or `unitree_sim_isaaclab` for Isaac Lab tasks. These are different projects, not interchangeable names.
Isaac Lab 3.0.0-EA is built for Isaac Sim 6.1 and Python 3.12 and manages Newton 1.5.2; standalone Newton is 1.6.1. Choose task-supported physics and renderer presets, and pin the dependency stack.
NVIDIA Halos for Robotics combines safety compute, software, sensing, validation and inspection services. Halos Core and the Outside-In blueprint are early-access offerings, and lab inspection readiness is not the same as final third-party certification of an integrated robot.
Hyundai Motor Group says it plans to begin introducing Atlas at HMGMA in 2028, first in processes with validated safety and quality benefits such as parts sequencing. Component assembly is a 2030 expansion target, not a completed deployment.
1X has opened the Hayward NEO Factory and announced capacity for up to 10,000 robots a year. Capacity is not a completion count or a customer-delivery count.
Walker S2 is an industrial humanoid built around autonomous battery swapping. Its three-minute and 24/7 statements are manufacturer claims, while price and site economics require a project quote.
Thor creates room for large VLMs, VLAs and dense sensor pipelines, but it is not an automatic replacement for every Orin design. Use current price and measured bottlenecks to decide.
Digit is acquired through a scoped enterprise agreement, not a public one-price checkout page. The useful evidence lies in the work, services and deployment stage attached to each customer.