Flagship Track
Hardware Requirements
Validated on 8x H100 clusters with customized CUDA kernels for sparse tensor acceleration.
Active Sprint Status
Cohort 04 is currently optimizing transformer routing for edge robotics deployment.
Open-Weights Spatial Intelligence
Real-time SLAM and end-to-end sensor fusion operating on edge accelerators with sub-10ms inference latencies.
Secondary Tracks
Active research and deployment pipelines
Collaborative repositories maintained by distributed engineering fellows.
Track 01
Track 02
Track 03
Low-Latency Inference
Synthetic Data Generation
Clinical AI Foundations
Quantized weights and speculative decoding protocols for high-throughput edge deployment.
Diffusion pipelines generating physically accurate simulation environments for robotics.
Interpretable multimodal transformers trained on regulated biomedical datasets.
Have a benchmark architecture to build?
We provide compute grants and engineering cohorts for ambitious production proposals.