01PERCEPTION
Perception
How can compact models turn sensor data into useful representations of their surroundings?
Intelligence beyond the screen.
We research compact AI models for systems that sense and act in the physical world.
MOVE TO EXPLORE · TAP TO PULSEThe next frontier
is physical.
Machines operating on their own can't assume a reliable connection, ample compute, or unlimited power. We're exploring what compact models could make possible when intelligence has to work onboard, within the limits of the device.
What we're exploring
Our primary interest is how people and AI can work together in constrained environments. These directions are a starting point, with room to follow new questions and use cases.
02EFFICIENCY
Efficient Intelligence
What capabilities can we preserve under strict memory, power, and compute limits?
03EMBODIMENT
Embodied Systems
How could perception and reasoning guide action in changing physical environments?
Smaller models.
Closer to the world.
Built for physical constraints.
Help shape
what comes next.
We're exploring where compact, onboard intelligence could matter most. Have a use case, a research question, or a perspective we should hear? We'd like to talk.