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3 Cognitive Pitfalls of Mental Models

Developer Tea

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Object Oriented Programming - Is Your Model Overfit?

Mental models can be used to extrapolate information from a single problem into all performance issues. This is called over fit, and it causes obvious problems such as classifying dogs that are one inch taller than the ones you paste your model on. There's another kind of subtle point here about over fitting models specifically with relation to kind of metaphorical models. We're going to take a quick sponsor break, andthen im gong to come back and discuss two other down sides, or potential pitfalls, of mental models.

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