Kremena Valkanova

Irrelevant Alternatives Bias Large Language Model Hiring Decisions

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 candidate makes a superior candidate more appealing, increasing the likelihood of the superior candidate being chosen over…