نسخة أولية وصول مفتوح
The "10th Juror": Open-Set Standpoint Screening for Bureaucratic Bias Detection
Presupposing the boundaries of bias is itself a form of bias. We study closed-loop bias governance for Dutch government documents, where a system must detect biased language, ground decisions in legal and contextual evidence, rewrite problematic sentences when intervention is warranted, and verify that the rewrite miti …