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United Nations Activities on Artificial Intelligence (AI)
Geneva: ITU (2025), xvi, 500 pp.
"If 2023 was the year of generative artificial intelligence, 2024 was marked by the rapid expansion and adoption of AI, driving waves of innovation across nearly every conceivable domain. The United Nations system has kept an encouraging pace, redoubling efforts to harness the power and potential of
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Practical Machine Learning: A Beginner's Guide with Ethical Insights
Boca Raton: CRC Press; Chapman & Hall (2025), xii, 214 pp.
"The book provides an accessible, comprehensive introduction for beginners to machine learning, equipping them with the fundamental skills and techniques essential for this field. It enables beginners to construct practical, real-world solutions powered by machine learning across diverse application
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"Artificial intelligence has the potential to improve the daily lives of Persons with Disabilities (PWDs) in Africa in practical, cumulative ways—transcribing, translating, summarizing, personalizing, and predicting to reduce routine frictions in school, work, health, mobility, and access to publi
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"In this Toolkit, we offer introductory information and concrete recommendations on how to mitigate the risk of discrimination in algorithmic hiring systems on a governance level. This Toolkit addresses policymakers and people working in regulatory bodies, as well as civil society organisations inte
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Power Hungry: How AI Will Drive Energy Demand
Washington, DC: International Monetary Fund (IMF) (2025), 28 pp.
"The development and deployment of large language models like ChatGPT across the world requires expanding data centers that consume vast amounts of electricity. Using descriptive statistics and a multi-country computable general equilibrium model (IMF-ENV), we examine how AI-driven data center growt
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Rethinking Open Source in the Age of Foundational AI Models
Deep Insights
ICTworks, July 29 (2025)
"As the global artificial intelligence community wrestles with the tension between scale and accessibility, recent work by researchers at Lelapa AI offers a compelling example of what inclusive, efficient AI can look like. Around the world, the push to shrink massive language models into deployable,
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Intelligence artificielle et robotique autonome: Enjeux et défis contemporains dans l’espace francophone
Paris: L'Harmattan (2025), 358 pp.
"Cet ouvrage propose une analyse nuancée des transformations induites par l'IA et la robotique autonome dans l'espace francophone. Il insiste sur son potentiel à façonner durablement les sociétés contemporaines. S'appuyant sur des exemples concrets et des études de cas, l'ouvrage fournit un ca
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Artificial Intelligence Index Report 2025
Deep Insights
Stanford: Stanford University, Institute for Human-Centered AI (2025), 456 pp.
"Welcome to the eighth edition of the AI Index report. The 2025 Index is our most comprehensive to date and arrives at an important moment, as AI’s influence across society, the economy, and global governance continues to intensify. New in this year’s report are in-depth analyses of the evolving
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Antiqua et Nova: Note on the Relationship Between Artificial Intelligence and Human Intelligence
Vatican City: Dicastery for the Doctrine of the Faith; Dicastery for Culture and Education (2025)
"[...] it is crucial to know how to evaluate individual applications of AI in particular contexts to determine whether its use promotes human dignity, the vocation of the human person, and the common good. As with many technologies, the effects of the various uses of AI may not always be predictabl
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Hamburg Declaration on Responsible Artificial Intelligence (AI) for the Sustainable Development Goals (SDGs)
Key Guides
Hamburg: Hamburg Sustainability Conference; UNDP (2025), 7 pp.
"As global stakeholders from governments, international organizations, the private sector, academia, and civil society, we convene in Hamburg to shape a human-centric, human-rights-based, inclusive, open, sustainable, and responsible AI future. We commit to advancing AI for the SDGs, aligning with o
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"This briefing focuses broadly on journalistic communication about AI. We first summarize research and frameworks that address the following questions about societal AI literacy: What does the public currently know about AI, and what does the public need to know about AI? We then move on to a synthe
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Antiqua et nova: Note über das Verhältnis von künstlicher Intelligenz und menschlicher Intelligenz
Bonn: Sekretariat der Deutschen Bischofskonferenz (2025), 83 pp.
"Es ist daher von entscheidender Bedeutung, einzelne Anwendungen in bestimmten Kontexten kritisch zu bewerten, um festzustellen, ob sie die Würde und Berufung des Menschen und das Gemeinwohl fördern oder nicht. Wie bei vielen Technologien sind die Auswirkungen der verschiedenen KI-Anwendungen zu B
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Gender Equitable AI Toolkit
NetHope (2024), 41 pp.
Religion and Artificial Intelligence: An Introduction
Deep Insights
London; New York: Routledge (2024), ix, 217 pp.
"Artificial intelligence (AI) is rarely out of the news or the public imagination. Images of red-eyed Terminators illustrate press accounts of incremental advances in medical diagnosis, facial recognition, natural language processing, and robotics. Such advances are transforming society through meas
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AI for social good and the corporate capture of global development
Information Technology for Development, volume 30, issue 4 (2024), pp. 626-643
"This article focuses on the AI for Social Good (AI4SG) movement, which aims to leverage Artificial Intelligence (AI) and Machine Learning (ML) to achieve the United Nations Sustainable Development Goals (UN SDGs). It argues that, through AI4SG, Big Tech is attempting to advance AIdriven technosolut
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Handbook on the Ethics of Artificial Intelligence
Northampton: Edward Elgar Publishing (2024), ix, 326 pp.
"This engaging Handbook critically examines the moral opportunities and challenges surrounding artificial intelligence. It provides a comprehensive overview of the most pressing problems concerning this technology by drawing on a wide range of analytical methods, traditions and approaches. Advocatin
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