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Evidence record 19185 · automatically gathered

Applied and Filtered: An End-to-End Algorithmic Fairness Audit of A Public Employment Agency

Algorithmic fairness evaluation commonly assesses AI systems as bounded technical components, abstracting away the organizational context in which they operate. We present, to our knowledge, the first independent end-to-end fairness audit of a semi-automated hiring system operated by Barcelona Activa, a public employment agency using the third-party TalentClue platform for candidate search and shortlisting. We analyze approximately 497,000 candidate-vacancy pipeline entries from September 2017 t

Record details

Published: 13 August 2026
Source: arXiv
Category: Research
Topics: Bias & fairness · Jobs & economy · Transparency
Retrieved: 14 August 2026

source-onlyevidence status

These records share source-supplied organisations, an exact publisher byline, automatic topics or regions. The reason is shown on every link; related does not mean supporting, agreeing with or verifying this record.

Shared topic: Bias & fairness · Shared topic: Jobs & economy

Applied and Filtered: An End-to-End Algorithmic Fairness Audit of A Public Employment Agency

arXiv cs.CY · 14 August 2026

Shared topic: Bias & fairness · Shared topic: Jobs & economy

When AI Does the Work, What Is Learning For? Post-Instrumental Learning and the Risk of Capacity Dissolution

arXiv cs.CY · 31 July 2026

Shared topic: Bias & fairness · Shared topic: Jobs & economy

When AI Does the Work, What Is Learning For? Post-Instrumental Learning and the Risk of Capacity Dissolution

arXiv · 30 July 2026

Shared topic: Bias & fairness · Shared topic: Jobs & economy

Fairness of Explanations in Artificial Intelligence (AI): A Unifying Framework, Axioms, and Future Direction toward Responsible AI

arXiv · 11 May 2026

Shared topic: Bias & fairness · Shared topic: Transparency

Prestige over merit: An adapted audit of LLM bias in peer review

arXiv cs.CY · 13 August 2026

Shared topic: Jobs & economy · Shared topic: Transparency

Considering Contribution Statements in Visualization and HCI Research

arXiv cs.HC · 13 August 2026

How to cite this record

ethics.ai (13 August 2026), “Applied and Filtered: An End-to-End Algorithmic Fairness Audit of A Public Employment Agency,” evidence record 19185, https://ethics.ai/record/19185 (originally published by arXiv).

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