in-group bias

Go back to the [[AI Glossary]]

#fairness

Showing partiality to one’s own group or own characteristics. If testers or raters consist of the machine learning developer’s friends, family, or colleagues, then in-group bias may invalidate product testing or the dataset.

In-group bias is a form of group attribution bias. See also out-group homogeneity bias.