Robotics NVIDIA Just Open-Sourced the First Humanoid Manipulation Scaling Law. The Headline Number Is 20,854 Hours of Strangers' GoPro Footage Under Apache 2.0.
On April 28 NVIDIA released Isaac GR00T N1.7 — an open, Apache-2.0, commercially licensable Vision-Language-Action model trained on 20,854 hours of human egocentric video. It ships with the first published scaling law for dexterous manipulation: going from 1k to 20k hours of human GoPro footage more than doubles task completion. Validated on Unitree G1, AGIBot Genie 1, and the YAM bimanual rig. Three different humanoids, one downloadable brain, no per-seat license.