Critical tools for machine learning: Working with intersectional critical concepts in machine learning systems design

G Klumbytė, C Draude, AS Taylor - … of the 2022 ACM Conference on …, 2022 - dl.acm.org
This paper investigates how intersectional critical theoretical concepts from social sciences
and humanities research can be worked with in machine learning systems design. It does so …

[图书][B] Critical theory of AI

S Lindgren - 2023 - books.google.com
We live in an age of artificial intelligence. Machines think and act in ever more complex
ways, making suggestions and decisions on our behalf. While AI might be seen as practical …

The Ethics of AI Value Chains

B Attard-Frost, DG Widder - arXiv preprint arXiv:2307.16787, 2023 - arxiv.org
Researchers, practitioners, and policymakers with an interest in AI ethics need more
integrative approaches for studying and intervening in AI systems across many contexts and …

Decolonial AI Alignment: Openness, Visesa-Dharma, and Including Excluded Knowledges

KR Varshney - Proceedings of the AAAI/ACM Conference on AI, Ethics …, 2024 - ojs.aaai.org
Prior work has explicated the coloniality of artificial intelligence (AI) development and
deployment through mechanisms such as extractivism, automation, sociological …

Towards intersectional feminist and participatory ML: A case study in supporting Feminicide Counterdata Collection

H Suresh, R Movva, AL Dogan, R Bhargava… - Proceedings of the …, 2022 - dl.acm.org
Data ethics and fairness have emerged as important areas of research in recent years.
However, much work in this area focuses on retroactively auditing and “mitigating bias” in …

An elemental ethics for artificial intelligence: water as resistance within AI's value chain

S Lehuedé - AI & SOCIETY, 2024 - Springer
Research and activism have increasingly denounced the problematic environmental record
of the infrastructure and value chain underpinning artificial intelligence (AI). Water-intensive …

Data phronesis and the duality of care in the air quality data politics

B Ślosarski - Information, Communication & Society, 2024 - Taylor & Francis
This article delves into the intricate dynamics of air datafication as matters of care within the
distinctive context of air quality data politics in Poland. It focuses on the implementation of …

“There's Always a Way to Get Around the Guidelines”: Nonsuicidal Self-Injury and Content Moderation on TikTok

V Lookingbill, K Le - Social Media+ Society, 2024 - journals.sagepub.com
The stigmatized nature of nonsuicidal self-injury may render TikTok, a short-form, video-
sharing social media platform, appealing to individuals who engage in this behavior. Since …

A 'design justice'approach to developing digital tools for addressing gender-based violence: exploring the possibilities and limits of feminist chatbots

N Henry, A Witt, S Vasil - Information, Communication & Society, 2024 - Taylor & Francis
Digital tools, such as safety apps, reporting portals, and chatbots, are increasingly being
used by victim-survivors of gender-based violence to report unlawful activity and access …

Care-ful data studies: or, what do we see, when we look at datafied societies through the lens of care?

I Zakharova, J Jarke - Information, Communication & Society, 2024 - Taylor & Francis
In this special issue, we ask: What do we see when we look at datafied societies through the
lens of care? Following the footsteps of feminist writers, activists, and academics who take …