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"Algorithms today are more complex than ever. With the rise of large language models (LLMs), they have become increasingly unexplainable and non-deterministic. Even experts often fail to understand why an algorithm yields a particular outcome. It is through the datasets used to train those algorithm
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Guidelines for the mindful and ethical use of AI
Aachen: Catholic Media Council (CAMECO) (2025), 2 pp.
Understand AI and its Tools -- Understand Algorithms -- Maintain a Critical Perspective -- Protect Your Data—And Others' Too -- Stay Informed about AI Ethics and Policy -- Use AI Thoughtfully—Not for Everything
State of Internet Freedom in Africa 2025: Navigating the Implications of AI on Digital Democracy in Africa
CIPESA (2025), 74 pp.
"While AI offers potential benefits across various sectors, its deployment by businesses and governments and application by individuals present new opportunities while raising significant concerns. More specifically, most African countries do not have legal or regulatory measures on the ethical and
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AI for Good Innovate for Impact. Interim Report 2025
Geneva: ITU (2025), xxxiv, 828 pp.
"Artificial intelligence (AI) is reshaping the way we address complex societal challenges, offering new possibilities in areas such as healthcare, climate resilience, education, and digital inclusion. The Innovate for Impact project was launched in 2024 to identify, support, and showcase practical A
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Patterns of Inclusion: How Gender Matters for Automation, Artificial Intelligence and the Future of Work
Oxford; 9781032669892 (pbk): Routledge (2025), xiv, 169 pp.
"It is widely presumed that digitalisation, automation and artificial intelligence (AI) shape the future of work. Yet gender is rarely considered in those debates. This path-breaking book, written by a leading thinker on gender, inclusion and organisations, Elisabeth Kelan, is based on in-depth rese
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Atlas der KI: Die materielle Wahrheit hinter den neuen Datenimperien
Bonn: Bundeszentrale für politische Bildung (bpb), Sonderausg. (2025), 336 pp.
"Ist Künstliche Intelligenz nur eine weitere Entwicklung der Digitalisierung des Alltags, eine effiziente Software in einer „Cloud“? Die KI-Forscherin Kate Crawford entlarvt diese verharmlosende Vorstellung und beleuchtet die konkreten Auswirkungen der Technologie auf die physische Welt. Ihre R
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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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Human Development and the Data Revolution
Deep Insights
Oxford: Oxford University Press (2025), xi, 294 pp.
"Human Development and the Data Revolution tackles a topic that in the age of data and digitalization has become timely in global development: what are the potential uses of large-scale data in the contexts of development, in particular, what techniques, data sources, and possibilities exist for har
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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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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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Human Development Report 2025: A Matter of Choice. People and Possibilities in the Age of AI
Deep Insights
New York: UNDP (2025), xi, 307 pp.
"This year’s Human Development Report examines what distinguishes this new era of AI from previous digital transformations and what those differences could mean for human development (chapter 1), including how AI can enhance or subvert human agency (chapter 2). People are already interacting with
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Introduction to the ethics of emerging technologies
Cham: Palgrave Macmillan (2025), xiii, 227 pp.
"Offers a set of lecture and seminar course materials for teaching ethics of emerging technologies. It covers the field in a comprehensive and accessible manner, emphasizing storytelling and examples, practical approaches and tools, and interactive assignments. The book addresses historical and curr
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AI in Africa: A Landscape Study
Global Center on AI Governance; African Observatory on Responsible AI (2025), 44 pp.
"Though comprehensive AI regulation is still nascent in Africa, there is an increased focus on national AI strategies, ethical guidelines and international collaborations. Over 40 countries have already established data protection and privacy laws, creating opportunities for harmonised regulations a
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Die intelligente Täuschung: Über die Fähigkeiten Künstlicher Intelligenz
Bielefeld: transcript Verlag (2025), 246 pp.
"Der Einzug von Künstlicher Intelligenz (KI) in unser Leben wird gleichermaßen von Heils- und Unheilserwartungen begleitet: Die einen erhoffen sich Produktivitätssteigerungen, die anderen befürchten, dass Europa den Wettlauf mit den USA und China längst verloren hat. Autohersteller setzen auf a
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Fundamentos en competencias digitales
Lima: Universidad San Ignacio de Loyola, Fondo Editorial (2025), 169 pp.
"[... ] la presente guía se fundamenta en el marco [conceptual europeo] DigComp 2.2, que establece un estándar claro sobre las competencias digitales necesarias para interactuar en el mundo actual. A lo largo de este documento, abordamos cinco competencias clave: búsqueda y gestión de informaci
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"Il mito di Ulisse ci insegna che la ricerca umana di senso è guidata dall’intelligenza, nelle sue due declinazioni: νοῦς e μῆτις, intuizione e pratica. Dalla sinergia di queste facoltà sono nate le grandi invenzioni che segnano la nostra specie, a partire dalla «grande invenzione de
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Digital Progress and Trends Report 2025: Strengthening AI Foundations
Washington, DC: World Bank (2025), xix, 111 pp.
"The recent rapid evolution of artificial intelligence (AI) has outpaced society's ability to fully grasp its implications. Unlike technological shifts that have unfolded over decades, AI's integration is accelerating at an unprecedented speed and scale. Along with AI's immense opportunities come ne
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The Routledge Handbook of Artificial Intelligence and Philanthropy
Deep Insights
London; New York: Routledge (2025), xxv, 57o pp.
"The Routledge Handbook of Artificial Intelligence and Philanthropy acts as a catalyst for the dialogue between two ecosystems with much to gain from collaboration: artificial intelligence (AI) and philanthropy. Bringing together leading academics, AI specialists, and philanthropy professionals, it
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