@AdaptiveAgents The Carnot analogy is apt. As David MacKay wrote, Bayes can be viewed as a "normative theory of learning [that] will serve as a guide in trying to elucidate how learning is performed by natural systems."
Thanks @PiotrAntonik for the nice write-up of our work, which won an outstanding paper award at ICML 2025!
Paper: https://t.co/wsqXjdz0MH
Oral presentation at ICML: https://t.co/H4kB014kmV