REINFORCEAI

The frontier lab for
generalized intelligence.

Built from physics. Encoded by biology. Generalizes from a first experience.

01Physics

Intelligence begins with physics.

Every brain alive right now is doing one thing.

Predicting what comes next.

Not because evolution chose it. Because physics demands it.

The free-energy principle.

Predict, or fall apart.

02Neuroscience

The brain does not reconstruct perception.
It predicts.

Eyes don't deliver pictures. They deliver errors.

The brain already has a guess. The senses correct it.

One sight, one sound, one touch. Enough.

Active inference.

20W
A human child

A child sees one apple. Understands every apple.
Twenty watts. Zero training.
This is generalization.

03Architecture

Two paths. One architecture.

Active inference from neuroscience. Free-energy from physics. Both converge on the same architecture, a generative model of the world, run in both directions, minimizing surprise.

A generalized intelligence,
inspired by the human brain.

For every embodied agent that has to act in the world.

That sees once and understands.

That meets a new room, a new road, a new object. And already knows.

Built the way you are.