Cross-race effect (own-race bias)

Biological Parallel

Animals recognize individual conspecifics better than other species—facial recognition systems develop expertise for frequently encountered patterns. The brain builds detailed perceptual templates for in-group features through repeated exposure, making within-group discrimination easier than between-group. Cross-race effect is pattern expertise: recognition accuracy reflects training data frequency, not inherent bias, though consequences remain problematic.