Perfectly Accurate Discrimination

An AI discovers a personal characteristic that predicts an individual's future behavior extremely accurately. Using it would substantially improve decisions, but people cannot change the characteristic.

• Use any predictive characteristic when the resulting decisions are substantially more accurate.
• Do not use immutable characteristics to determine individual treatment merely.

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