Irrelevant Alternatives Bias Large Language Model Hiring Decisions

Kremena Valkanova, Pencho Yordanov

We investigate whether LLMs display a well-known human cognitive bias, the attraction effect, in hiring decisions. The attraction effect occurs when the presence of an inferior can…