01 / Active focus Access open
Inference Engine Factory
A self-improving system for building and optimizing inference engines against real performance targets.
INT21 / Products
Systems that turn
compute into capability.
Autonomous agent systems that build better software, investigate difficult questions, retain evidence from every run, and improve against measurable targets.
02 / Proven system Access close
PTX Kernel Factory
An AI system that generates and improves low-level GPU software, then proves its work with tests and benchmarks.
4Open-source artifacts
2GPU generations
03 / Research system Published runs
Swarm Research
A recursive multi-agent research system that turns ambiguous questions into evidence-backed, auditable answers.
27Agents
119MTokens
73Unique domains
Swarm architecture / Different workloads
One control plane. Multiple forms of hard work.
From low-level GPU kernels and end-to-end inference engines to multi-domain research, each product uses agent swarms to divide work, preserve evidence, and verify results.