Dyna Robotics posts an uncut hour of laundry on Dyna-2.1
The company calls it the first Physical Agent with reliable super long-horizon whole-body autonomy, and nobody outside Dyna has run it yet.
Dyna Robotics released Dyna-2.1 and posted uncut footage of the robot working through an entire hour-long laundry room workflow. The company calls it the first Physical Agent that achieves reliable super long-horizon whole-body autonomy. That is a mouthful, and it is Dyna's own wording, but the short version is that the robot is meant to own a whole job rather than one tabletop task.
The system has two new pieces. One is brand-new semi-humanoid hardware, which Dyna's Jason Ma says is called Taku. The other is an agentic system built around Dyna-2, the earlier model, that reacts, executes and plans while the robot runs. Dyna says the combination is what lets it handle ultra-long real-world workflows, "just like a human does".
Why an hour matters
Most humanoid footage is a task, not a shift. An hour of laundry with no cuts is a different kind of claim, because long runs are where policies usually fall apart. Errors stack, objects end up in states the robot never saw in training, and a single unrecovered mistake ends the run. Posting the whole thing uncut is the point of the post.
Ma framed the shift in terms of coding assistants. Autocomplete was cool, he wrote, but the thing that changed coding was an agent capable enough to own an entire project end to end. He says Dyna had that realization earlier this year and revamped the full stack around it, with the goal of a robot you can depend on for a whole shift.
Shown versus claimed
What is shown is continuous footage that Dyna says is uncut. What is claimed is reliability, and that word is doing heavy lifting. One hour-long video is one run. No outside party has run the hardware, there is no success rate across attempts, and there are no numbers on how often the agentic layer has to recover. Dyna has not said how many times it filmed the workflow before this take.
So treat it as the strongest single piece of evidence Dyna has offered, not as a verified reliability number. The interesting test is whether anyone outside the company can put Taku in a laundry room it has never seen and get the same hour.
I hope this becomes an inflection point for the whole industry, as we shift away from demos and towards building a product that can truly increase physical productivity in the world.