Prejudice is a critical problem in education. A linear aggregation rule for use on an automatic mediator is shown to neutralize discrimination, motivate fair evaluation and correct perceptual bias. The mediator combines anonymous inputs using automatic rules to both select speakers and deliver rewards.
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