Servoservobrief.com, Tuesday, November 10, 2026
Training-data money keeps flowing while two robot platforms show up: NVIDIA's GR00T 2 and a Swiss cage-free factory arm.
-
NVIDIA launches GR00T 2 and Isaac Lab 3.0 at CoRL
NVIDIA released GR00T 2, the next version of its foundation model for humanoid robots (a general-purpose brain other builders fine-tune), plus Isaac Lab 3.0, its robot training-simulation toolkit. No benchmark numbers disclosed in the listing. NVIDIA supplies much of the training stack the humanoid field runs on, so each release shapes what smaller labs can build without starting from scratch.
Read more on The Robot Report -
Embodied AI unveils AIR, a cage-free factory robot that learns by watching operators
EPFL spinout Embodied AI showed AIR, a wheeled two-arm robot whose motors sit in the torso and whose cable-driven arms yield on contact, so it can work beside people without a safety cage. A human teleoperates it first, then it learns a task from those recordings in about a month. The quoted 95 percent task success is vendor-reported and comes from an earlier industrial cell, not AIR, and CE safety marking is planned only for 2027.
Read more on Superpower Daily, Interesting Engineering -
Maxinsights raises $30M to pay 5,000 people to record everyday tasks for robots
California startup Maxinsights raised $30M in seed funding from Peak XV to pay more than 5,000 workers to record real-world physical tasks for robot training. It joins a wave of companies selling the scarce ingredient in embodied AI: large volumes of real human demonstration data, which models need and labs cannot easily collect themselves.
Read more on Funding wire -
coScene raises $13.8M for robot training-data tooling
Shanghai-based coScene raised about $13.8M led by Yonggui Fund for software that collects, cleans, labels, and evaluates robot sensor data. Its tools already run in cleaning robots, lawn mowers, low-speed vehicles, and humanoids. Alongside the Maxinsights raise, it marks continued investor appetite for the plumbing that turns raw operation into usable training data rather than for the robots themselves.
Read more on Dealroom -
Boston Dynamics adds wheels to Atlas to test whole-body control
Boston Dynamics showed its electric Atlas humanoid on a wheeled base to test whole-body control, coordinating arms, torso, and base together. No performance numbers disclosed, and the clip is a research demo, not a deployment. It signals the team is exploring wheels for stability and speed rather than committing only to legged locomotion for factory work.
Read more on The Robot Report