"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 ... tions risk becoming experimental and extractive, exacerbating inequalities rather than addressing them. Consulting communities about the AI solutions that will impact them is ethical and in line with humanitarian actors’ existing commitments related to community participation, accountability, and shifting power. It will also contribute to more effective and responsible AI solutions and policies. In December 2024, the CDAC Network and FilmAid co-led a pilot exercise in Kakuma Refugee Camp and neighbouring Kalobeyei Settlement, revealing critical limitations in current practice and approaches to participatory AI. This policy brief presents an overview of key obstacles to meaningful participation in the design and delivery of AI solutions in humanitarian contexts, drawing on findings from the pilot exercise. It also provides recommendations for ethical, inclusive and effective participatory AI in humanitarian settings." (Summary) more

"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- ... to note outlines guiding principles, key considerations across the lifecycle of the AI solution development process, and risks in co-designing AI solutions with crisis-affected communities. The guidance is grounded in the belief that by co-designing AI solutions with crisis-affected communities and centring their lived experiences, priorities and agency in the process, humanitarian actors can develop AI solutions that are both responsible and responsive, enhancing trust and impact in humanitarian contexts. This framework aligns with the SPHERE standard on participation, which calls for people-centred humanitarian action and inclusive engagement." (Introduction, page 2) more