Closed-loop spatial understanding from just two wrist cameras, no gripper feedback
ChongZzZhang · x · 2026-09-21
A 4x/12x-speed demo shows a robot achieving closed-loop spatial operation using only plain visual understanding from two cameras on the same wrist — no base/world frame observation, no gripper feedback.
Author's takeaways: closed-loop spatial understanding is off-the-shelf, and reasoning and actionability can be coupled without symbolising.
Related event: GPT6 as robot policy: zero-shot bin stacking with wrist cameras only(5 posts)→
More from Embodied
- UBTECH sells 400 U1 Pro humanoids to Yongda Auto in ~$10M deal — CyberRobooo · 2026-11-12
- Baidu World 2026 to showcase Apollo Go robotaxi rides and Apollo World physical AI model — Baidu_Inc · 2026-11-12
- NVIDIA's open-source Alpamayo 2 Edge VLA driving model lands in Autoware — drmapavone · 2026-11-12
- A closer look at Astra's robot gripper design (and a joke at its expense) — _Stocko_ · 2026-11-12
- Robot startup passes first presale milestone with 10+ units claimed — R4nsack · 2026-11-12
- Runway launches Praxis-1, a 27B MoE world action model, with a 73ms Fast variant — ChongZzZhang · 2026-11-12