Active Inference: Breaking Down the Walls Between AI Perception and Action

Active Inference challenges traditional modular AI by proving that perception, action, and learning are mathematically identical processes within a single generative model. By enforcing strict boundaries via Markov blankets, it provides a rigorous foundation for developing truly autonomous agents that mirror biological intelligence.