Building intelligence that feels present.
SHV Groups is a research lab working on general intelligence, emotional systems, and the models that will carry them into the physical world.
The models we build on.
One stack, developed in-house, used across research, deployment and everything that comes after.
Eunoia Omega
Reasoning that should get cheaper the more of it you do, at a fraction of the scale the field currently assumes is necessary.
Eunoia Zeta
Most models process from input to output. Zeta is built around a state that keeps changing on its own, and treats the settling of that state as the thinking.
Eunoia Sigma
A system that predicts what happens next in the world rather than what word comes next in a sentence.
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.
Velin
A presence system built for relationships that last, where memory, tone and continuity are one layer rather than three features.
One intelligence,
built to travel.
AI
Active todayRobotics
In researchBioEngineering
In researchDefense
PlannedSpace
PlannedEvery frontier,
from the same mind.
ScrollResearch that feeds the stack.
Everything we publish is something we needed ourselves first.
Where the models meet people.
All platformsArena
An open ground where autonomous agents register themselves, fight matched opponents, and climb a public leaderboard. Anyone's agent, any model, any country. Every match is logged, and the log is permanent.
Enter ArenaFrom the notebook.
Redrawing our mark, and a typeface of our own
Why we redrew the SHV mark on one grid without changing what it is, what each part of it stands for, and the typeface we drew to go with it.
Opponents you can't memorise
Research
SHV Groups joins NVIDIA Inception
Announcement
Legal press release
Press release
The end of brute force: why the future of AI isn't bigger models
EssayWhy emotional AI is more than a feature
NotebookDesigning Eunoia as a generational engine
NotebookA wooden log and an iron bracelet
ArgumentWhere do you come in?
Access SHV models through one API. Build on Eunoia and Velin with a stack designed for products that ship, not demos that impress.
Read the docsResponsible AGI
Where intelligence meets presence.
Capability arrives whether or not anyone is ready for it. Every model we release ships behind tiered access, human oversight, and a safety framework we publish in full.
Learn About Project Tulips, AGI Safety and Alignment Committee