Optimal Predictive Models

Maxwell and Tim discuss the connection between the Free Energy Principle and maximum entropy, highlighting how these principles lead to optimal predictive models by balancing predictive accuracy and complexity. They delve into examples of maximum entropy distributions and how these principles can impact the fairness of machine learning models by focusing only on relevant information for tasks.