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"This people-centered playbook [...] is designed to give you the essentials of AI adoption in a quick, accessible format, with core concepts, foundational steps, and key frameworks without overwhelming detail. Built for impact-driven teams in low-resource or non-tech-first contexts, it answers the m
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Trust, Responsibility, and Digital Governance: Regulation of AI and Blockchain Technology from a Capacity-Based Perspective
Bielefeld: transcript Verlag (2025), 229 pp.
"Numerous ethical guidelines and regulatory frameworks have been developed to assess and shape digital systems. However, these efforts often rest on the dubious assumption that individuals and organisations possess the necessary capacities to assess such systems in terms of justice, reliability, and
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"This how-to note offers practical guidance for humanitarian actors seeking to co-design AI solutions with crisis-affected communities. This is related to, though not intended to support the technical co-design of AI models, though there is a significant amount of research on this subject. This how-
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"The rise of Generative AI (GenAI) in knowledge workflows raises questions about its impact on critical thinking skills and practices. We survey 319 knowledge workers to investigate 1) when and how they perceive the enaction of critical thinking when using GenAI, and 2) when and why GenAI affects th
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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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AI Tools Radar
Key Guides
"AI tools Radar is designed to map and showcase innovative and impactful AI tools from around the world, with a particular focus on applications in the public sector, media, and judiciary. This platform is a global initiative born out of a collaboration between UNESCO and the International Research
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Generative AI & Journalism: Content, Journalistic Perceptions, and Audience Experiences
Melbourne: RMIT University (2025), 39 pp.
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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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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Thinking with AI: Machine Learning the Humanities
London: Open Humanities Press (2025), 269 pp.
Künstliche Intelligenz im medialen Diskurs: Wird soziale Gerechtigkeit ausgeblendet?
Frankfurt am Main: Otto Brenner Stiftung (2025), 84 pp.
[.] Auf Basis von über 2.000 Artikeln aus neun reichweitenstarken Print- und Onlinemedien untersuchen die Autor*innen, welche Themen in der Berichterstattung über KI gesetzt, wie Bezüge zu Fragen sozialer Gerechtigkeit hergestellt werden, welche narrativen Muster sich zeigen und welche Akteur*inn
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Measuring what matters: How to assess AI’s environmental impact
Geneva: ITU (2025), viii, 21 pp.
This report synthesizes key findings from a diverse range of sources, including academic literature, corporate sustainability initiatives, and emerging environmental tracking tools. Collectively, these documents provide a thorough overview of current methodologies for evaluating the environmental im
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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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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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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
Zwischen Wertschätzung und Widerstand: Algorithmische Kompetenz junger Menschen am Beispiel der Kurzvideoplattform TikTok
Hamburg: Hans-Bredow-Institut (2025), 64 pp.
"In der vorliegenden Studie wurde untersucht, was Jugendliche und junge Erwachsene über die Funktionsweise des algorithmischen Empfehlungssystems (AES) von TikTok wissen, inwiefern sie damit interagieren und welche Emotionen dabei involviert sind. Dazu wurden sechs Fokusgruppen (n=31) in drei deuts
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Der neue Gott: Künstliche Intelligenz und die menschliche Sinnsuche
Freiburg et al.: Herder (2025), 176 pp.
"Ist Künstliche Intelligenz der neue Gott des digitalen Zeitalters? In diesem tiefgründigen Essay entfaltet Claudia Paganini eine philosophisch brisante These: Erstmals erschafft der Mensch einen Gott, statt ihn nur zu denken. Die KI übernimmt zunehmend, was einst der Religion vorbehalten war: Si
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