Features
Linear-attention Transformer for physics simulation
Scales computation linearly with dimensions and grid size
Real-time wave propagation modeling
Autonomous vehicle path planning acceleration
Gravitational wave detection feasibility
Constant-time approximate lookup for physical systems
Trained on traditional physics simulation data
Custom Galerkin-type attention mechanism
Lossy interpolation of solver outputs
Efficient handling of high-dimensional simulation spaces
Sub-millisecond inference for latency-critical tasks
Direct Video Action (DVA) model architecture for generalist robot policies
Web-scale video pre-training on over 1 million videos
Post-training on just 1-10 hours of trajectory data
FutureVision video-predictive control for unseen task generalization
Long-context memory retention for in-context learning
Single-shot task execution from human demonstrations without retraining
Custom robot platform with 25kg rated (40kg peak) payload
Safety-rated brakes in every actuator
3 years continuous operation at rated payload
Returns processing automation for logistics
Bearing decanting for automotive assembly
Contico box breakdown and debris clearance in manufacturing
Full-stack hardware+software solution for heavy-duty factory automation
Vision-based safety rated through safety-rated vision
High component stiffness and linear response for precise control
