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The document examines the impact of AI in Africa, highlighting risks such as predatory data use in South Africa, surveillance in Uganda, and the exploitation of 'click work' in Kenyan refugee camps. It reviews national AI strategies in Egypt, Mauritius, and Rwanda, and the SMARTAfrica Blueprint, while cautioning against the uncritical transfer of EU regulatory models like the GDPR. The author recommends that African governments focus on building sustainable local AI ecosystems, enhancing digital skills for women, and establishing regional cooperation to regulate multinational tech monopolies.

The report assesses how the Somali diaspora, comprising 14 per cent of the population, can contribute to the reconstruction of Somalia through financial, political, and socio-cultural engagement. It highlights the significant economic impact of remittances and the role of the diaspora in Kenya as a logistical and business hub. However, it also identifies critical challenges, including the persistence of clan-based interests, insecurity, and the involvement of some diaspora elements in supporting al-Shabaab or engaging in people smuggling.

The study examines the educational journeys of Somali youth in Dadaab camps, Kenya, highlighting how secondary students use education and scholarships to seek exit routes and how graduates adapt their aspirations due to limited local opportunities. It also notes the role of academically successful youth in establishing accredited schools to support others.

The research examines the transition of 'duty of care' from an internal NGO management norm to a legally enforceable liability, using the case of Steven Patrick Dennis v. the Norwegian Refugee Council (NRC) as a primary example. The Oslo District Court found the NRC grossly negligent following the 2012 kidnapping of staff in the Dadaab refugee camp in Kenya, ruling that the organization must adhere to the same due care standards as any other employer, regardless of the humanitarian context.