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Dr. MAXWELL RAMSTEAD - The Physics of Survival

Machine Learning Street Talk (MLST)

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Generative Models and the Free Energy Principle

This chapter explores the development and application of generative models, particularly in relation to challenges like mad cow disease. It emphasizes the role of active inference, maximum entropy, and the Free Energy Principle in enhancing the accuracy and efficiency of modeling complex systems. Additionally, the chapter discusses the importance of focusing on relevant data attributes to improve fairness in human-centric tasks.

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