Twenty watts.
Real understanding.
The human brain runs on 20 watts. It carries biological priors and builds real understanding by experiencing the real world, and from that understanding, it handles uncertainty.
ReinforceAI builds machines on biological mechanism. The same substrate living systems use to navigate the real world, now running on hardware.
We see a future where humanoid astronauts carry out space missions, where a pet dog runs on biological mechanism the way a real dog does, and where intelligence is something everyone can afford, needing no internet, no training data, and no heavy compute. Like biological brains, it recognizes its people, learns its surroundings, grows from every experience, and handles uncertainty from real understanding.
Models the geometry of intelligence in high-dimensional space.
Free Energy Principle & Active Inference.
Coordination Dynamics & Brain Networks.