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06/22/2023
On Hate Scaling Laws For Data-Swamps
`Scale the model, scale the data, scale the GPU-farms' is the reigning s...
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01/19/2023
The Lost Art of Mathematical Modelling
We provide a critique of mathematical biology in light of rapid developm...
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09/15/2022
Power to the People? Opportunities and Challenges for Participatory AI
Participatory approaches to artificial intelligence (AI) and machine lea...
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06/08/2022
Automating Ambiguity: Challenges and Pitfalls of Artificial Intelligence
Machine learning (ML) and artificial intelligence (AI) tools increasingl...
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05/18/2022
The games we play: critical complexity improves machine learning
When mathematical modelling is applied to capture a complex system, mult...
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05/09/2022
The Forgotten Margins of AI Ethics
How has recent AI Ethics literature addressed topics such as fairness an...
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04/29/2022
Handling and Presenting Harmful Text
Textual data can pose a risk of serious harm. These harms can be categor...
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04/06/2022
Data Justice Stories: A Repository of Case Studies
The idea of "data justice" is of recent academic vintage. It has arisen ...
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04/06/2022
Advancing Data Justice Research and Practice: An Integrated Literature Review
The Advancing Data Justice Research and Practice (ADJRP) project aims to...
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12/08/2021
Ethical and social risks of harm from Language Models
This paper aims to help structure the risk landscape associated with lar...
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10/05/2021
Multimodal datasets: misogyny, pornography, and malignant stereotypes
We have now entered the era of trillion parameter machine learning model...
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06/29/2021
The Values Encoded in Machine Learning Research
Machine learning (ML) currently exerts an outsized influence on the worl...
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03/01/2021
Narratives and Counternarratives on Data Sharing in Africa
As machine learning and data science applications grow ever more prevale...
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09/29/2020
Towards decolonising computational sciences
This article sets out our perspective on how to begin the journey of dec...
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06/24/2020
Large image datasets: A pyrrhic win for computer vision?
In this paper we investigate problematic practices and consequences of l...
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01/14/2020
Robot Rights? Let's Talk about Human Welfare Instead
The 'robot rights' debate, and its related question of 'robot responsibi...
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12/16/2019