This Special Collection results from the project "Integration of AI Competencies Addressing Disinformation in Journalism Training in Eastern Africa" implemented in 2026 by the Media Challenge Initiative (MCI) and the Catholic Media Council in Uganda and Kenya. It brings together the project's own training materials and output alongside relevant international resources on AI in journalism education, making them available to journalism educators, trainers, researchers, and media development practitioners in East Africa and beyond. The collection focuses especially on 

  • Integrating AI compentencies into journalism curriclua and educator training;
  • Disinformation in journalism, with a particular focus on migration reporting;
  • AI-powered tools for verification and newsroom practice

This preliminary version is work in progress. The collection is curated by Hazrat Bahar.

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"This paper sets out how newsrooms and journalism schools can use artificial intelligence ethically: how bias enters AI systems and compounds through the news pipeline, why the dominant ethics frameworks are largely Western and what an African, Ubuntu-grounded alternative offers, and how a newsroom ... more
"This paper examines disinformation in migration reporting: how false and misleading narratives about migrants and refugees are constructed, spread and weaponised, and how journalists can report migration truthfully. It sets out the three master narratives, health, economic and security threat, on w ... more
"This paper examines how artificial intelligence is reshaping election disinformation and political communication, and how democracies, especially in East Africa, can respond. It sets out the five harms AI disinformation inflicts on an election; it delivers an honest reality check on the 2024 “fir ... more
"This paper examines hate speech, extremism and propaganda in the age of AI, and what journalism owes a society they endanger. It traces the escalation from stereotyping through dehumanisation to incitement and atrocity; it confronts the gravest African precedents, Rwanda’s “Radio Machete” and ... more
"This paper examines the safety of journalists in the age of artificial intelligence, and how they can be protected. It surveys the surveillance industry, from Pegasus to Predator to Graphite, and how AI has made targeting cheaper and broader; it documents the epidemic of AI-facilitated gender-based ... more
"This paper is a practical manual for building AI journalism curricula. It sets out the competency frameworks, from UNESCO to the African Criteria, that define what a curriculum must achieve; it presents the design methods of backward design and constructive alignment; it shows how to write measurab ... more
"This paper examines journalism education across Africa and the Global South: where it stands, what constrains it, and how it can flourish. It traces the colonial inheritance and the debate over decolonising and Africanising the curriculum; it confronts the theory-practice gap, the resource scarcity ... more
"This paper makes the case that building educator capacity is the highest-return investment a media system can make in the AI era, and shows how to do it. It sets out the multiplier logic of the training of trainers, the participatory and constructivist pedagogy that makes such training stick, the H ... more
"This paper examines information literacy as the public-facing defence against disinformation. Itbsets out media and information literacy (MIL) as the recognised first line of defence; it documents the severe African MIL gap and the emerging Africa MIL Policy Framework; it presents the science of pr ... more
"This paper develops a task-based taxonomy for integrating Large Language Models (LLMs) into journalism education, drawing on task definitions from machine learning and natural language processing alongside journalism studies. Organised around four stages of the news workflow, newsgathering, sensema ... more
"Centering disinformation campaigns in Africa, this book examines typologies of false and misleading information and assesses the devastating consequences of disinformation. Admire Mare and Allen Munoriyarwa cover the key actors, consequences of, and responses to combat disinformation campaigns th ... more
"Disinformation and misinformation have become pervasive in electoral processes, influencing voter behaviour, party strategies, and democratic governance. This paper examines the socio-political dynamics that influence the uptake of disinformation and misinformation during the 2024 election period i ... more
"While generic and frontier Artificial Intelligence (AI) tools are expanding rapidly in global education, their lack of contextual sensitive and cultural awarenenss limits their efficacy in localized settings. Consequently, limited attention has been given to developing context-aware, culturally gro ... more
“This study examined how Nigerian social media and internet users experience, interpret, and respond to online disinformation. The study was guided by the Uses and Gratifications and Social Cognitive theories. It explored four interrelated research questions. A qualitative design was adopted, usin ... more
"This report brings together six discrete research and engagement activities over a three-year period (2022-24), drawing on fieldwork in seven countries (Australia, Germany, USA, UK, Norway, Switzerland, and France), and focuses on AI in journalism within three broad domains: AI-generated content in ... more
"This report examines how journalists in the Global South and emerging economies are adopting and experiencing artificial intelligence. Based on a survey of 221 journalists across more than 70 countries, it investigates AI use in newsroom workflows, barriers to adoption, ethical concerns, misinforma ... more
“The research analyzes how ChatGPT transforms traditional news production methods in Nigerian newsrooms by studying its integration into journalistic work. The research analyzes the changes in journalistic routines together with professional consequences through qualitative interviews of thirteen ... more
"An ongoing surge of Artificial Intelligence (AI)-enabled false content has been spreading its way through the information ecosystem, including AI-generated images, which have been used as part of political disinformation campaigns. Thus, there remains a pressing need to understand which factors ind ... more
"The expansion of the use of artificial intelligence (AI) across different stages of production and distribution in journalism is opening a debate on its applications within newsrooms and in business models. This research studies how different media outlets, media groups and institutions are beginni ... more
This study examines how Safaricom Kenya handled misinformation on its official Twitter account, focusing on posts and audience engagement from January to June 2025. It considers rumors about service outages, prices, and security breaches, and describes the company’s use of multimedia fact-checking ... more