Ethical principles for artificial intelligence in K-12 education by Catherine Adams, Patti Pente, Gillian Lemermeyer, Geoffrey Rockwell

“…AI ethics policy guidance specific to children and K-12 education has lagged behind; this scene is swiftly changing. …”
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Artificial Intelligence: in Search for Formalization of Ethical Foundations by R. I. Mamina, A. V. Ilina

“…It is argued that despite the accumulation of regulatory basis in the field of AI ethics, the problem of conclusive formalization of ethical norms in this field is still unresolved. …”
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Principles alone cannot guarantee ethical AI by Mittelstadt, B

“…Artificial intelligence (AI) ethics is now a global topic of discussion in academic and policy circles. …”

A call to bring back the teeth of ethics by Anaïs Rességuier, Rowena Rodrigues

“…This article discusses these risks and then highlights the teeth of ethics and the essential value they can – and should – bring to AI ethics now.…”
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Medical artificial intelligence ethics: A systematic review of empirical studies by Lu Tang, Jinxu Li, Sophia Fantus

“…This study is a systematic review of published empirical studies of medical AI ethics with the goal of mapping the main approaches, findings, and limitations of scholarship to inform future practice considerations. …”
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How Open Source Machine Learning Software Shapes AI by Langenkamp, Max, Yue, Daniel

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Tech workers’ perspectives on ethical issues in AI development: Foregrounding feminist approaches by Jude Browne, Eleanor Drage, Kerry McInerney

“…This study thus creates a ‘thicker’ and more nuanced picture of tech workers’ perspectives on the ethical issues that arise when developing and maintaining AI systems, while simultaneously demonstrating the utility of feminist approaches in the field of AI ethics.…”
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Machine Learning Practices Outside Big Tech: How Resource Constraints Challenge Responsible Development by Hopkins, Aspen, Booth, Serena

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A Literature Review of AI Education for K-12 by Li Li

“…However, there is a lack of educational research on how to teach K-12 students about AI technology and AI ethics to prepare them to deal with these issues as future citizens. …”
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Beyond Reasonable Doubt: Improving Fairness in Budget-Constrained Decision Making Using Confidence Thresholds by Bakker, Michiel, Tu, Duy Patrick, Gummadi, Krishna, Pentland, Alex, Varshney, Kush, Weller, Adrian

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A Penalty Default Approach to Preemptive Harm Disclosure and Mitigation for AI Systems by Yew, Rui-Jie, Hadfield-Menell, Dylan

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Write It Like You See It: Detectable Differences in Clinical Notes By Race Lead To Differential Model Recommendations by Adam, Hammaad, Yang, Ming Ying, Cato, Kenrick, Baldini, Ioana, Senteio, Charles, Celi, Leo Anthony, Zeng, Jiaming, Singh, Moninder, Ghassemi, Marzyeh

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Challenges and opportunities in translating ethical AI principles into practice for children by Wang, G, Zhao, J, Van Kleek, M, Shadbolt, N

“…We then critically assess the strategies and recommendations proposed by current AI ethics initiatives, identifying the critical challenges in translating such ethical AI principles into practice for children. …”

«Servant» or «Master?»: Catholic Ethics and Artificial Intelligence by Veronika Yazkova

“…The «Rome Call» for an AI Ethics, signed in February of the 2020 by the Pontifical Academy of Life and IT industry leaders, has become a landmark policy agreement in the area of AI ethics. …”
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AI research ethics is in its infancy: the EU’s AI Act can make it a grown-up by Anaïs Resseguier, Fabienne Ufert

“…As the artificial intelligence (AI) ethics field is currently working towards its operationalisation, ethics review as carried out by research ethics committees (RECs) constitutes a powerful, but so far underdeveloped, framework to make AI ethics effective in practice at the research level. …”
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Learning Occupational Task-Shares Dynamics for the Future of Work by Das, Subhro, Steffen, Sebastian, Clarke, Wyatt, Reddy, Prabhat, Brynjolfsson, Erik, Fleming, Martin

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Politics by Automatic Means? A Critique of Artificial Intelligence Ethics at Work by Matthew Cole, Callum Cant, Funda Ustek Spilda, Mark Graham

“…With few exceptions, they interpret Artificial Intelligence (AI) ethics narrowly in a liberal political framework of privacy concerns, transparency, governance and non-discrimination. …”
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Active Fairness in Algorithmic Decision Making by Noriega-Campero, Alejandro, Bakker, Michiel A, Garcia-Bulle, Bernardo, Pentland, Alex 'Sandy'

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Using Facemesh in MIT App Inventor to Empower Students to Apply Artificial Intelligence by Yu, Joy

“…In my work, my goal was to allow youth to access, apply, and understand both AI and AI ethics. I built an open-source FaceExtension tool, an MIT App Inventor extension that uses Facemesh, through which users gain access 486 different facial landmarks on the face. …”
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Interpretable Data-Driven Methods for Building Energy Modelling—A Review of Critical Connections and Gaps by Massimiliano Manfren, Karla M. Gonzalez-Carreon, Patrick A. B. James

“…Nevertheless, the deployment of these technologies faces challenges, particularly in the domains of artificial intelligence (AI) ethics, interpretability and explainability of machine learning (ML) algorithms. …”
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