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Understanding Mental Categories with Markov Chain Monte Carlo

Categorization is fundamental to human cognition. As we learn and communicate with others, we start carving the world around us into meaningful chunks that we can then make inferences about. Learning basic categories like “food,” “water,” and “friend” is necessary for survival, while higher-order categories like “computer” and “variational auto-encoder” enable the abstractions that underpin the modern world.