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Depends. If your model of the world is inaccurate, it's better to change your mind. If it's accurate, it's better not to.



Exploration vs exploitation. But it gets funky when you try to think of how it applies to higher-level human thought. Like trying to optimize a hyperparamter without even knowing what your categories are.




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