Robots that figure it out
No single model or tool can solve robot autonomy. We build the metacognitive intelligence that sits above them all, and makes them work in the real world.
Founding team from
Inside the Lab. Moving robotics from the old software paradigm to the new.
The old way
Something changes. The robot stops.
With Motoniq
Something changes. The robot adapts.
Motoniq does for physical work what LLMs did for digital work.
Research. What we are learning about robots that figure it out.
Paper · arXiv 2606.06556
Robots Need More than VLA and World Models
Robotics is having its foundation-model moment, but not yet its internet. Our position on what has to come next.
Schwager, Ajoudani, Cadena, Peters, Hutter, Bou-Ammar · June 2026
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