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Dyna Robotics

Briefing· Week 40 · 29 Sept

Dyna Robotics shows a robot running a laundry room for an hour, uncut

Dyna Robotics released Dyna-2.1, which it calls "the first Physical Agent that achieves reliable super long-horizon whole-body autonomy," pairing new semi-humanoid hardware with an agentic system built around its Dyna-2 model. The proof is uncut footage of an entire hour-long laundry room workflow. For an automation engineer the claim worth testing is hour-scale reliability, not the demo itself. Every claim here is Dyna Robotics' own.

Source: x.com

Spotlight

GraspGen

NVIDIA · Grasp / Manipulation Model

NVIDIA's diffusion-based 6-DOF grasp generator: give it a segmented object point cloud or mesh, get back ranked gripper poses with confidence scores. Checkpoints for Franka Panda, Robotiq 2F-140 and a 30 mm suction cup. Research use only.

Approach
learned
Input Modality
point cloud
Output
6-DOF grasp pose
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Headless, programmable CAD engine: your program calls an API and gets exact parametric geometry back. It runs as a server, as a worker, or as WebAssembly in the browser.

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