Rank sets from locally perturbed scores reveal that deterministic AI candidate rankings in hiring are often indistinguishable, and expected-rank rankings track known true rankings better under noise.
2006.Hazards of Hiring
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Humble AI in the real-world: the case of algorithmic hiring
Rank sets from locally perturbed scores reveal that deterministic AI candidate rankings in hiring are often indistinguishable, and expected-rank rankings track known true rankings better under noise.