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About

A small, independent AI research and development company working across industries, from games to model development.

The work crosses industries, from games to models to interfaces. What connects it is one question: how do people and intelligent systems work together effectively, safely, naturally and at a cost that makes sense?

We answer it by building. A question becomes an experiment, an experiment becomes a model or a tool, and the result is measured in public. Some of it ships. Some of it stays an experiment, and we say so.

Open-source frameworks and tools
Software other people build agents with, starting with Noetic.
Models
Small, specialized models, beginning with models that make decisions.
Benchmarks
Evaluation suites published alongside the work they measure.
Research
Papers and technical reports, each tied to something you can run.
Interfaces
New ways for people and models to work on the same thing.
Games
AI-native games, which double as our hardest testbed.

See all projects

We are independent: no outside roadmap and no product quota. We also take on a small amount of applied work with outside teams.

Work with us