free-energy

Artificial Intelligence should automate dangerous jobs instead of creative ones. I will present a framework for designing intelligent autonomous systems based on the Free Energy Principle, a leading physics-based theory of information processing in brains.

Natural AI is Artificial Intelligence based on physics principles. The Free Energy Principle allows for designing agents that learn in real-time, are low-power and are explainable. They are powered by Bayesian mechanics, updating beliefs over states of the world and actions as data streams in. At BIASlab and LazyDynamics, we have developed a toolbox for scalable automatic Bayesian inference called RxInfer.