Andrew Kang

@rewkang

@Robostrategy Not investment advice

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Dyna-2.1 launches with a claimed hour-long autonomous laundry-room run

DynaRobotics says Dyna-2.1 pairs new semi-humanoid hardware with an agentic system built around Dyna-2. It describes its video as uncut footage of a full laundry-room workflow.

42 Sources, 19d ago, updated 19d ago

Technology

Rhoda AI Study: Web Videos Boost Robot Factory Performance

Study tests if larger models trained on web videos improve factory manipulation performance.

16 Sources, 40d ago, first seen 40d ago

Seven pre-trained video-model checkpoints on one chart. Task performance on a real robot (at-speed completion rate: every requirement met within 100 s, 0 to 100%) rises with pre-training quality (DINO FD on held-out web video, log scale, axis reversed so better is to the right). XS, S, M, L are model sizes. The four M points are one model at 0.08×, 0.18×, 0.37× and 1× of its pre-training compute.

Dyna Robotics Introduces Dyna-2 Trained on Million Hours of Video

Dyna Robotics announced a world-action model pretrained on human video at unprecedented scale.

75 Sources, 71d ago, first seen 71d ago

Featured in

Dyna-2.1 launches with a claimed hour-long autonomous laundry-room run

Rhoda AI Study: Web Videos Boost Robot Factory Performance

Dyna Robotics Introduces Dyna-2 Trained on Million Hours of Video

Featured in

Dyna-2.1 launches with a claimed hour-long autonomous laundry-room run

Rhoda AI Study: Web Videos Boost Robot Factory Performance

Dyna Robotics Introduces Dyna-2 Trained on Million Hours of Video