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Journals
Output Type
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
...
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
...
AI and Data Science Bootcamp for Women and Minoritised Groups: Impact Report
Bonn; Eschborn: Deutsche Gesellschaft für Internationale Zusammenarbeit (GIZ); FAIR Forward; Intel (2025), vii, 35 pp.
"The AI and Data Science Bootcamp for Women and Minoritised Groups was designed to actively address the diversity gap in the AI field by lowering the entry barriers that women and minoritised groups face and empowering them with advanced technical and personal development skills to succeed in the AI
...
Me, myself and AI: Understanding and safeguarding children’s use of AI chatbots
London: Internet Matters (2025), 56 pp.
"This report explores how children are interacting with AI chatbots, which are computer programmes designed to simulate conversation with a person. Our findings show that while these tools can offer clear benefits, such as 24/7 learning support and a non-judgemental space to ask questions, they pose
...
Thinking with AI: Machine Learning the Humanities
London: Open Humanities Press (2025), 269 pp.
"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
...
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
...
"The AI Policy Playbook offers a practical guide for governments in Africa and Asia to develop responsible and context-specific AI policies. Drawing from real-world policymaking experiences in seven countries, Ghana, Kenya, Rwanda, South Africa, Uganda, India, and Indonesia, the playbook shares less
...
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
...
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
...
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
...
Addressing power dynamics in participatory AI for crisis-affected communities: A case-study from Kakuma refugee camp
London: CDAC Network, beta version (2025), 8 pp.
"While calls for participatory artificial intelligence (AI) are increasing, there has been an absence of efforts to engage conflict- and crisis-affected communities in the design, delivery and governance of AI solutions in humanitarian contexts. Without meaningful participation, humanitarian AI solu
...
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.
"The initial objective of this investigation was to analyze the ethical issues raised by artificial intelligence according to religious actors in Senegal. In a country where 95% of the population are Muslim, the voice of religious authorities, even beyond the religious sphere, is eagerly awaited and
...
Considerations and Practical Applications for Using Artificial Intelligence (AI) in Evaluations
Rome: CGIAR Independent Advisory and Evaluation Service (IAES) (2025), 42 pp.
" Guided by the CGIAR-wide Evaluation Framework, integrating AI tools requires a governance approach to balance innovation with ethical responsibility, ensuring transparency, fairness, accountability, and inclusivity. This Technical Note encourages and guides CGIAR evaluators to ethically explore, n
...
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
...
Information Ecosystems and Troubled Democracy: The State of Knowledge on News Media, AI, and Data Governance
Göteborg: Nordicom, University of Gothenburg; Observatory on Information and Democracy (2025), 305 pp.
"A critical assessment of why today’s information ecosystems are troubling for democracy, this book, based on research in the Global North and Global Majority World, examines changes in news media, artificial intelligence, and data governance. It focuses on measures to improve the quality of publi
...
The Influence Evolution: Harnessing AI Innovation While Preserving Human Connection in Social Media
German Council on Foreign Relations (DGAP) (2025), 10 pp.
"Social media stands at a pivotal juncture where technology and humanity converge. From productivity tools to fully autonomous AI agents, we are witnessing a fundamental shift in how content is created, distributed, and consumed. This evolution presents dual futures: one in which AI influencers and
...
Inclusive and Secure Artificial Intelligence: A Global Perspective on Policy and Technical Developments
Deep Insights
Stuttgart: Institut für Auslandsbeziehungen (ifa) (2025), 84 pp.
"As AI systems are developed and deployed, they often reflect and reinforce dominant cultural norms, marginalizing non-Western languages, epistemologies, and communities. This report explores the systemic risks associated with algorithmic bias, digital colonialism, and cultural homogenization, while
...