
Unraveling the driving brain behind self-driving cars.
Self-driving cars use lidar that can detect wall textures and brush movement to identify shadows, not just geometry.
A single autonomous vehicle operates like dozens of human drivers, using multi-model perception ensembles to reduce single-model bias.
V2X communications can re-reroute a managed fleet around a city grid faster than any human computer-fueled traffic prediction.
Training fleets simulate years of driving in minutes by replaying 3D sensor data at accelerated speeds, creating impossible-to-spot corner cases.

Self-driving cars use lidar that can detect wall textures and brush movement to identify shadows, not just geometry.
A single autonomous vehicle operates like dozens of human drivers, using multi-model perception ensembles to reduce single-model bias.
V2X communications can re-reroute a managed fleet around a city grid faster than any human computer-fueled traffic prediction.
Training fleets simulate years of driving in minutes by replaying 3D sensor data at accelerated speeds, creating impossible-to-spot corner cases.