Ai governance by human rights–centered design, deliberation, and oversight
Ai governance by human rights–centered design, deliberation, and oversight Page 92 chapter
4 AI Governance by Human Rights–Centered Design, Deliberation, and Oversight An End to …
4 AI Governance by Human Rights–Centered Design, Deliberation, and Oversight An End to …
Evaluation gaps in machine learning practice
B Hutchinson, N Rostamzadeh, C Greer… - Proceedings of the …, 2022 - dl.acm.org
Forming a reliable judgement of a machine learning (ML) model's appropriateness for an
application ecosystem is critical for its responsible use, and requires considering a broad …
application ecosystem is critical for its responsible use, and requires considering a broad …
Trustworthy ai
Modern AI systems have become of widespread use in almost all sectors with a strong
impact on our society. However, the very methods on which they rely, based on Machine …
impact on our society. However, the very methods on which they rely, based on Machine …
From human resources to human rights: Impact assessments for hiring algorithms
J Yam, JA Skorburg - Ethics and Information Technology, 2021 - Springer
Over the years, companies have adopted hiring algorithms because they promise wider job
candidate pools, lower recruitment costs and less human bias. Despite these promises, they …
candidate pools, lower recruitment costs and less human bias. Despite these promises, they …
Freedom of expression in the age of online platforms: The promise and pitfalls of a human rights-based approach to content moderation
B Sander - Fordham Int'l LJ, 2019 - HeinOnline
In today's digital public sphere, individuals have little choice but to participate on online
platforms, whose design choices shape what is possible, content policies influence what is …
platforms, whose design choices shape what is possible, content policies influence what is …
A human rights-based approach to responsible AI
V Prabhakaran, M Mitchell, T Gebru… - arXiv preprint arXiv …, 2022 - arxiv.org
Research on fairness, accountability, transparency and ethics of AI-based interventions in
society has gained much-needed momentum in recent years. However it lacks an explicit …
society has gained much-needed momentum in recent years. However it lacks an explicit …
[PDF][PDF] International migration management in the age of artificial intelligence
A Beduschi - Migration Studies, 2021 - academic.oup.com
Artificial intelligence (AI) has the potential to revolutionise the way states and international
organisations seek to manage international migration. AI is gradually going to be used to …
organisations seek to manage international migration. AI is gradually going to be used to …
Algorithm auditing: Managing the legal, ethical, and technological risks of artificial intelligence, machine learning, and associated algorithms
A Koshiyama, E Kazim, P Treleaven - Computer, 2022 - ieeexplore.ieee.org
Algorithms are becoming ubiquitous. However, companies are increasingly alarmed about
their algorithms causing major financial or reputational damage. A new industry is …
their algorithms causing major financial or reputational damage. A new industry is …
Corporate accountability and big data analytics: is non-financial disclosure a missing link?
Purpose This paper aims to identify, synthesise and critically examine the extant academic
research on the relation between big data analytics (BDA), corporate accountability and non …
research on the relation between big data analytics (BDA), corporate accountability and non …
The algorithmic divide and equality in the age of artificial intelligence
PK Yu - Fla. L. Rev., 2020 - HeinOnline
In the age of artificial intelligence, highly sophisticated algorithms have been deployed to
provide analysis, detect patterns, optimize solutions, accelerate operations, facilitate self …
provide analysis, detect patterns, optimize solutions, accelerate operations, facilitate self …