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Artificial intelligence in government: Concepts, standards, and a unified framework
Recent advances in artificial intelligence (AI), especially in generative language modelling,
hold the promise of transforming government. Given the advanced capabilities of new AI …
hold the promise of transforming government. Given the advanced capabilities of new AI …
Beyond accuracy: a critical review of fairness in machine learning for mobile and wearable computing
The field of mobile and wearable computing is undergoing a revolutionary integration of
machine learning. Devices can now diagnose diseases, predict heart irregularities, and …
machine learning. Devices can now diagnose diseases, predict heart irregularities, and …
WEIRD FAccTs: How Western, Educated, Industrialized, Rich, and Democratic is FAccT?
Studies conducted on Western, Educated, Industrialized, Rich, and Democratic (WEIRD)
samples are considered atypical of the world's population and may not accurately represent …
samples are considered atypical of the world's population and may not accurately represent …
Confronting power and corporate capture at the FAccT Conference
Fields such as medicine and public health attest to deep conflict of interest concerns present
when private companies fund evaluation of their own products and services. We draw on …
when private companies fund evaluation of their own products and services. We draw on …
From preference elicitation to participatory ML: A critical survey & guidelines for future research
The AI Ethics community faces an imperative to empower stakeholders and impacted
community members so that they can scrutinize and influence the design, development, and …
community members so that they can scrutinize and influence the design, development, and …
[HTML][HTML] The methodology of studying fairness perceptions in Artificial Intelligence: Contrasting CHI and FAccT
The topic of algorithmic fairness is of increasing importance to the Human–Computer
Interaction research community following accumulating concerns regarding the use and …
Interaction research community following accumulating concerns regarding the use and …
AI in the public eye: Investigating public AI literacy through AI art
D Hemment, M Currie, SJ Bennett, J Elwes… - Proceedings of the …, 2023 - dl.acm.org
Recent advances in diffusion models and large language models have underpinned a new
generation of powerful and accessible tools, and some of the most publicly visible …
generation of powerful and accessible tools, and some of the most publicly visible …
An empirical analysis of racial categories in the algorithmic fairness literature
Recent work in algorithmic fairness has highlighted the challenge of defining racial
categories for the purposes of anti-discrimination. These challenges are not new but have …
categories for the purposes of anti-discrimination. These challenges are not new but have …
Lazy data practices harm fairness research
Data practices shape research and practice on fairness in machine learning (fair ML).
Critical data studies offer important reflections and critiques for the responsible …
Critical data studies offer important reflections and critiques for the responsible …
The AI incident database as an educational tool to raise awareness of AI harms: A classroom exploration of efficacy, limitations, & future improvements
Prior work has established the importance of integrating AI ethics topics into computer and
data sciences curricula. We provide evidence suggesting that one of the critical objectives of …
data sciences curricula. We provide evidence suggesting that one of the critical objectives of …