Important sentences immediately before the ones you quote. > For our evaluation, we inserted names to signal race / gender while keeping the resume unchanged.

Important sentences immediately before the ones you quote. > For our evaluation, we inserted names to signal race / gender while keeping the resume unchanged. Interestingly, the LLMs were not biased in the original evaluation setting, but became biased (up to 12% differences in interview rates) when we added realistic details like company names (Meta, Palantir, General Motors), locations, or culture descriptions from public careers pages.