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AI With Purpose: How Foundations and Nonprofits are Thinking About and Using Artificial Intelligence
Center for Effective Philanthropy (CEP) (2025), 39 pp.
"While AI is widely used by nonprofits and foundations alike — most often for internal productivity and communications purposes — leaders share common concerns about AI in their work. They also agree that foundations do not currently have a strong grasp of nonprofits’ AI-related needs. Perhaps
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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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"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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How Do You Explain ChatGPT to a Community Health Worker?
ICTworks, December 2 (2025)
"I’ve been diving deep into groundbreaking research on community health worker (CHW) perceptions of AI applications in rural India. The truth is more complex than the rosy predictions flooding our sector about artificial intelligence transforming global health. The findings expose a troubling gap
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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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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)
"[...] there is broad consensus that AI marks a new and significant phase in humanity’s engagement with technology, placing it at the heart of what Pope Francis has described as an “epochal change.” Its impact is felt globally and in a wide range of areas, including interpersonal relationships
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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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Your Brain on ChatGPT: Accumulation of Cognitive Debt when Using an AI Assistant for Essay Writing Task
Cambridge (MA): MIT Media Lab (2025), 206 pp.
Thinking with AI: Machine Learning the Humanities
London: Open Humanities Press (2025), 269 pp.
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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"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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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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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
Companion Document: The Guidelines for the Governance of Digital Platforms and Generative Artificial Intelligence
Paris: UNESCO (2025), 34 pp.
"The Guidelines for the Governance of Digital Platforms outline a set of responsibilities, duties, and recommendations relevant to the governance of generative AI. These include fostering an enabling environment for freedom of expression and access to information; establishing independent governance
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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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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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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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