We build what comes

after the transformer

New architectures, models and autonomous systems from first principles.

New architectures, models and autonomous systems from first principles.

Abstract blue, green, and pink light patterns on a dark background

Selected Work

Selected Work

A non-transformer architecture designed to learn continuously and operate efficiently after deployment.

Learning how interventions change the world, rather than only predicting what tends to happen together.

Independent models combining their learned knowledge into one system, without retraining.

An operating layer for organizations of humans and AI.

Research

Working on a problem that may require something beyond today’s models?

Working on a problem that may require something beyond today’s models?

We’re interested in collaborating with teams exploring hard problems in learning, reasoning, prediction and autonomous systems.

We’re interested in collaborating with teams exploring hard problems in learning, reasoning, prediction and autonomous systems.