#robotics

Robots that learn a task from one demonstration: inside 2026's vision-language-action models

In one week of November 2026, Google DeepMind and NVIDIA released robot foundation models that learn from human video and a handful of demonstrations. How vision-language-action models work, what a humanoid actually did on a Mercedes-Benz line, and what is still hard.