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20232026
most citedYouth as Peer Auditors: Engaging Teenagers with Algorithm Auditing of Machine Learning Applications

31 citations · 58 across the 20 of their papers we have counts for

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6 papers · 1 filter

cs.CY2026

The Algorithmic Flattening of Sound: Computational Evidence and Justice Implications of AI Music Homogenization

Zoe Slendebroek, Danaé Metaxa

This paper audits whether large-scale generative music systems exhibit measurable musical homogenization relative to human-produced music, and develops a justice-centered account o…

cs.CY2026

The Beginning of ChatGPT Ads

Emma Lurie, Ro Encarnación, Sorelle A. Friedler +1

This paper presents the first empirical study of advertising content being rolled out in the user-facing online interfaces of large language models (LLMs). We systematically examin…

cs.CY2026

Triangulating Across U.S. Federal AI Transparency Regimes

Emma Lurie, Emma Fauser, Qing He +2

Federal AI systems can deny benefits or flag individuals for deportation, but the public disclosures meant to make those systems visible are fragmented and unevenly detailed. This…

cs.CY2026

Cost-of-Ethics Crisis: Beliefs, Decisions, and Justifications in the Job Searches of Computer Science Students in Canada and the United States

Mohamed Abdalla, Sahar Abdalla, Alicia Cappello +4

Workplace norms in computer science have received growing attention due to a series of recent ethical scandals. One response has been a push to improve the ethics education provide…

cs.CY2025

Navigating Automated Hiring: Perceptions, Strategy Use, and Outcomes Among Young Job Seekers

Lena Armstrong, Danaé Metaxa

As the use of automated employment decision tools (AEDTs) has rapidly increased in hiring contexts, especially for computing jobs, there is still limited work on applicants' percep…

cs.CY2024

The Silicon Ceiling: Auditing GPT's Race and Gender Biases in Hiring

Lena Armstrong, Abbey Liu, Stephen MacNeil +1

Large language models (LLMs) are increasingly being introduced in workplace settings, with the goals of improving efficiency and fairness. However, concerns have arisen regarding t…