Position: Evaluating Bias in AI Agents Is (Still) a Social Science Measurement Challenge

Summary

This position paper argues that evaluating bias in AI agents remains a social-science measurement problem. It distinguishes dimensions of bias, separates observed bias from its causes, and highlights delegation as a source of bias in agentic systems.