Systems you can use
Our research programmes are long. These are the parts that are usable now or close to it: one that wraps a model you already run, one that will ship as a product.

Open
Eunoia-4b-mini
A compact reasoning model with an external control layer that keeps goals, constraints and structure intact across long multi-step tasks, and recovers when a step fails instead of looping on it.

Planned
Velin
A presence system built for relationships that last, where memory, tone and continuity are one layer rather than three features.