DYNA-1 Research - DYNA Robotics

At DYNA, our single mandate is to deliver robot performance in the real-world, out-of-the-box. Today we're unveiling Dynamism v1 (DYNA-1)—our first foundation model built for round-the-clock, high-throughput dexterous autonomy. This model demonstrates that, for the first time, dexterous manipulation is now commercially viable. DYNA-1 is battle-tested to upscale-restaurant standards. In a 24-hour run, it folded 850+ napkins autonomously, sustaining ~60% of human speed while holding a 99.4% success rate—zero interventions, full shift reliability. This sustained performance is a step-change for embodied AI. Conventional pipelines—bigger models plus broader datasets—still stall at ~80% single-episode success on hard dexterity tasks. Most of the models drift into unrecoverable states after 30+ minutes of demo-runs. We've witnessed it firsthand: even our best baselines look solid at first, then after an hour or two lose context and can't self-correct. In this blog, we will present our unique

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• Ali Ahmad