Performance per dollar
- Benchmarking modified GPUs against NVIDIA and cloud instances on agentic workloads.
Agentic infrastructure
- Hardware and software patterns for memory persistence and multi-agent orchestration.
Hardware-software co-design
- Building from the GPU to the orchestration layer as one stack.