GPT-6 Astra Drives Robot Arm from a Single Human Demo via Physical In-Context Learning

Researcher wenlixiao found that GPT-6 Astra supports physical in-context learning out of the box: after seeing a single video of a human performing a new task, it drove a robot arm to complete it on the first try. Roboticist Ken Goldberg praised the agentic robotics capability.

2026-09-10 ~ 2026-09-11 · 3 related posts

• GPT-6 Astra does physical in-context learning: drives a robot arm from one human demo — ChongZzZhang · 2026-09-10
• GPT-6 Astra does robotics ICL out of the box — but GPT-3.5 already could, paper notes — philfung · 2026-09-11
• GPT-6 Astra drives a robot arm on first try via physical ICL; Ken Goldberg touts Agentic Robotics — zhaoran_wang · 2026-09-11