AI systems could unfairly decline new bank account applications, block payments and credit cards, deny loans, and other vital financial services and products to qualified customers because of how their data is treated or labeled.
This research paper gives arguments for how AI can benefit our education system. It argues that AI can support teachers in giving children the best education whilst not taking away from the humanity of it. AI can be beneficial in aspects such as online tutoring, collaborative learning, and tackling achievement gaps. While it does not […]
Quick, concise Axios video that describes algorithmic bias, how and why human bias ends up in systems used for hiring and criminal justice among other things.
This is an overview on racial justice in tech and in AI that considers how systemic change must happen for technology to be support equity.
If you are reading this, you have been asked to help contribute to, or test this Race and AI Toolkit. Thank you for taking up the mission! Key facts This Toolkit will be available for free globally as an online resource, and will have other types of elements added, such as: An interactive section similar […]
Through a case study of mortgage applications, this article shows how bias might be introduced to AI systems by either bias within historical data, and/or inherent biases of AI programmers and employers. This article gives reasons why this presents a risk to businesses in terms of missing out on customers (refusing credit to creditworthy people) […]
This short article looks at the link between the lack of diversity in the AI workforce and the bias against ethnic minorities within financial services – the “new danger of ‘bias in, bias out’”.
A detailed summary of research by Mark Weber, Mikhail Yurochkin, Sherif Botros and Vanio Markov, breaking down the lack of racial justice in the current US financial system which leads to the loss of the right to financial security, along with examination of solutions.
A study on the discriminatory impact of algorithms in pre-trial bail decisions.