Study finds gender and skin-type bias in commercial artificial-intelligence systems
A new paper from the MIT Media Lab’s Joy Buolamwini shows that three commercial facial-analysis programs demonstrate gender and skin-type biases, and suggests a new, more accurate method for evaluating the performance of such machine-learning systems.
Service user involvement in maternity and perinatal mental health research
Agnes Agyepong, parent engagement programme manager at Best Beginnings and Guy's and St Thomas' NHS Foundation Trust Maternity Voices Partnership Chair discusses why Black women are not engaging in research and what can be done to change this?
Regulate AI or risk 'dehumanisation' at work, British unions say
Britain must urgently regulate how companies use artificial intelligence (AI) at work, unions said on Thursday, warning of widespread discrimination if the technology is left unchecked.
Gender equality can seem like one big homogeneous bowl of intentions demonstrating that we care about women. A better structure for change centers on the perspective, needs and experience of Black women. Today’s common trickle-down approach is not working; a “trickle up” or “follow up” paradigm would be more effective.
Black Tech Employees Rebel Against ‘Diversity Theater’
Companies pledged money and support for people of color. But some say they still face a hostile work environment for speaking out or simply doing their jobs.
In England and Wales, nearly a fifth of people come from a BAME (Black, Asian and minority ethnic) background. The mental health of BAME communities is important because people from these communities often face individual and societal challenges that can affect access to healthcare and overall mental and physical health.
Black African migrants: the barriers with accessing and utilizing health promotion services in the UK
The inequalities for different ethnicities and social classes in accessing health services is well documented, but although a number of recent policy developments have aimed to tackle health inequalities, very little is known about the experiences of Black African migrant communities in accessing health promotion information and services. The aim of the study were to examine the experiences of Black African migrant families in accessing health promotion services.
'Self-deprecating' black Tiktokker agency challenges prejudices in Italy
Social media influencers of African origin have banded together, using ‘fun activism’ to make their voice heard. “Things have got better, but still today it is difficult to find work, as prejudices still exist. But we don’t want to play the victims of racism – we are self-deprecating, and the idea is to try to bring about change.”
Amazon’s Black employees report years of racism at the company - Vox
Interviews with diversity managers and internal data obtained by Recode indicate that Black Amazon employees are promoted less frequently and are rated more harshly than non-Black peers.
Interview Series: Sarah Amani, co-founder of The Shuri Network
In our latest interview series, Angela Sharda speaks to Sarah Amani, co-founder of The Shuri Network about the importance of improving the representation of BAME women in the digital health space within the NHS.
How many times have you seen an all-female and black and ethnic minority (BME) panel talking about technology? For many people their first time would have been the Shuri Network launch last July. The Shuri Network was launched in 2019 to support women of colour in NHS digital health develop the skills and confidence to progress into senior leadership positions and help NHS leadership teams more closely represent the diversity of their workforce.
Artificial Intelligence in Hiring: Assessing Impacts on Equality
The use of artificial intelligence (AI) presents risks to equality, potentially embedding bias and discrimination. Auditing tools are often promised as a solution. However our new research, which examines tools for auditing AI used in recruitment, finds these tools are often inadequate in ensuring compliance with UK Equality Law, good governance and best practice.
We argue in this report that a more comprehensive approach than technical auditing is needed to safeguard equality in the use of AI for hiring, which shapes access to work. Here, we present first steps which could be taken to achieve this. We also publish a prototype AI Equality Impact Assessment which we plan to develop and pilot.
New Algorithms Could Reduce Racial Disparities in Health Care
Machine learning programs trained with patients’ own reports find problems that doctors miss—especially in Black people. Full study here: https://go.nature.com/3pnOwWP
The Dark Side of Digitisation and the Dangers of Algorithmic Decision-Making - Abeba Birhane
As we hand over decision-making regarding social issues to automated systems developed by profit-driven corporates, not only are we allowing our social concerns to be dictated by the profit incentive, but we are also handing over moral and ethical questions to the corporate world, argues ABEBA BIRHANE
Between Antidiscrimination and Data: Understanding Human Rights Discourse on Automated Discrimination in Europe
Automated decision making threatens to
disproportionately impact society’s most vulnerable
communities living at the intersection of economic and
social marginalization. The report discusses