04:00
2026-09-16
arxiv.org
ai-safety
Bias Audits Detect Bias but Disagree on Ranking: Evidence from Ten Instruments and Ten Frontier Models
A study of ten extrinsic bias-audit instruments run over ten frontier models found that eight of the ten tools detect occupational gender bias with confidence intervals clear of zero, but cross-tool r…