that systematically discriminate against particular groups.

Fundamental Limitations of Predictive Models

History cannot always accurately predict the future. Using relations derived from historical data to predict the future implicitly assumes there are certain lasting conditions or constants in a complex system. This almost always leads to some imprecision when the system involves people.

Unknown unknowns are an issue. In all data collection, the collector first defines the set

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