SHV AI Systems
The distance between a result and a system somebody can depend on is most of the work. This division covers that distance.
Research that nobody can run is not finished.
AI Systems takes what comes out of the lab and makes it into something with an interface, a failure mode you can plan around, and a version number.
Today that means the long-horizon reasoning layer, its open repository, and the reference build. The API surface for the larger models comes later, and we would rather say so than publish a page describing endpoints that do not exist.
What is live now.
Eunoia-4b-mini is open source and works on any base model. It is the one thing here you can install this afternoon.
Everything else on the platform roadmap — console, keys, SDKs — is in progress and marked as such wherever it appears.
Deployment on your terms.
Some of the organisations we expect to work with cannot send data anywhere. On-premise and tightly controlled deployments are treated as a first-class case rather than an exception, and that constraint shapes what we build rather than being bolted on afterwards.
Other divisions
- Tech & ResearchThe core lab. Models, architectures, and the research they come out of.
- BioEngineering & Neural BiologyLearning from biology, and eventually giving something back to it.
- Space, Defense & RoboticsIntelligence for places where nobody can help you.
- Creative & ArtsTools for people who make things, built to keep them in the work.