Rethinking fairness: An interdisciplinary survey of critiques of hegemonic ML fairness approaches

L Weinberg - Journal of Artificial Intelligence Research, 2022 - jair.org
This survey article assesses and compares existing critiques of current fairness-enhancing
technical interventions in machine learning (ML) that draw from a range of non-computing …

The synergistic potential of biochar and nanoparticles in phytoremediation and enhancing cadmium tolerance in plants

MU Yasin, Z Haider, R Munir, U Zulfiqar, M Rehman… - Chemosphere, 2024 - Elsevier
Cadmium (Cd) is classified as a heavy metal (HM) and is found into the environment through
both natural processes and intensified anthropogenic activities such as industrial …

“Collaborating” with AI: Taking a system view to explore the future of work

C Anthony, BA Bechky, AL Fayard - Organization Science, 2023 - pubsonline.informs.org
In the wake of media hype about artificial intelligence (AI)/human collaboration,
organizations are investing considerable resources into developing and using AI. In this …

Harms from increasingly agentic algorithmic systems

A Chan, R Salganik, A Markelius, C Pang… - Proceedings of the …, 2023 - dl.acm.org
Research in Fairness, Accountability, Transparency, and Ethics (FATE) 1 has established
many sources and forms of algorithmic harm, in domains as diverse as health care, finance …

[HTML][HTML] Where is the human in human-centered AI? Insights from developer priorities and user experiences

WJ Bingley, C Curtis, S Lockey, A Bialkowski… - Computers in Human …, 2023 - Elsevier
Human-centered artificial intelligence (HCAI) seeks to shift the focus in AI development from
technology to people. However, it is not clear whether existing HCAI principles and practices …

Amazon and the new global connective architectures of education governance

B Williamson, KN Gulson, C Perrotta… - Harvard …, 2022 - meridian.allenpress.com
In this analytical essay, part of Harvard Educational Review's symposium on Platform
Studies in Education, Ben Williamson, Kalervo N. Gulson, Carlo Perrotta, and Kevin …

Ethics for the majority world: AI and the question of violence at scale

P Ricaurte - Media, Culture & Society, 2022 - journals.sagepub.com
In this work, I argue that hegemonic AI is becoming a more powerful force capable of
perpetrating global violence through three epistemic processes: datafication (extraction and …

The deskilling of domain expertise in AI development

N Sambasivan, R Veeraraghavan - … of the 2022 CHI Conference on …, 2022 - dl.acm.org
Field workers, like farmers and radiologists, play a crucial role in dataset collection for AI
models in low-resource settings. However, we know little about how field workers' expertise …

Artificial intelligence, algorithms, and social inequality: Sociological contributions to contemporary debates

M Zajko - Sociology Compass, 2022 - Wiley Online Library
Artificial intelligence (AI) and algorithmic systems have been criticized for perpetuating bias,
unjust discrimination, and contributing to inequality. Artificial intelligence researchers have …

Platform studies in education

TP Nichols, A Garcia - Harvard Educational Review, 2022 - meridian.allenpress.com
In this introductory essay in the “Platform Studies in Education” symposium, T. Philip Nichols
and Antero Garcia consider the expanding role of platform technologies in teaching …