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Understanding Compression in AI and Human Cognition
This chapter examines the critical role of compression in machine learning and AI, particularly in modeling high-dimensional data. It highlights the trade-offs between fidelity and generalization in complex systems, emphasizing the impact of limited resources on the predictive capabilities of both biological and artificial systems.