All Models Are Wrong

Any user of a map or model must realize that we do not understand a model, map, or reduction unless we understand and respect its limitations. If we don’t understand what the map does and doesn’t tell us, it can be useless or even dangerous.

The problem comes when we mistake the approximation for the reality.

as the statistician George Box memorably put it, “All models are wrong, but some are useful.”