Festival of Ideas
May 22, 2026. Online and Free
A Global Conversation. One Day and no Borders. Join us!
Where the frontlines meet the code.
Algorithms are deciding who gets bail, who gets a loan, whose language gets spoken by machines, whose body gets flagged at the border, and whose labor gets automated.
The AI & Equality Festival of Ideas will convene the people working with algorithms; linguists building language models for African languages, feminist scholars rewriting the benchmarks, digital rights lawyers fighting surveillance states, health researchers exposing algorithmic bias in clinical care, and organizers connecting the dots between AI, labor, climate, and indigenous land rights.
On May 22, thought leaders and their organisations will be sharing, across disciplines, about what they are finding, what they are fighting to create, and what it will actually take to get there.
May 22, 2026
Online and Free to attend
8:00 AM – 11:30 PM UTC
If you are a researcher, organizer, lawyer, clinician, journalist, policy advocate, or technologist, and you believe the future of AI must be shaped by all of society and more than the handful of companies currently building it, this festival is for you!
Programme
Research Group in Innovation for Social Solidarity and Inclusive Economy
08.00 - 09.30 UTC
The Asian Research Group for Social and Inclusive Innovation and Economic Development - ISSIE is a research group dedicated to studying and creating knowledge on issues related to digital technology as an innovation leading to a harmonious society and an inclusive economy, as well as integrating knowledge to find appropriate approaches to the use and management of innovation through action research, leading to economic and social justice.
Digital Futures Lab
10.00 - 11.30 UTC
This panel draws on experience from India's social impact ecosystem — one of the most active and complex testing grounds for AI in development contexts globally, where scale, diversity, and institutional constraint make the challenges of responsible deployment particularly salient. The questions it surfaces, however, are not unique to India: organisations across the Global South, and anywhere AI is being applied to critical service delivery in under-resourced settings, are navigating the same tensions between ambition and accountability.
Shaping AI in Africa: Power, Practice and Possibility
12.00 - 13.30 UTC
Bringing together voices from across the Masakhane ecosystem, the conversation will span six interconnected themes: how data is being collected on the ground and the ethical questions that come with it; the role of communities as active participants and builders; the current state of AI adoption across the continent, from thriving urban tech hubs to underserved rural areas; the policy frameworks emerging at national and continental levels; the long-neglected landscape of low-resource African languages and the models being built to serve them; and finally, a collective forward-looking discussion on what the future of AI should look like for Africa.
Who Governs the Data? Community-Led AI from the Global South
14.00 - 15.30 UTC
This panel draws on real, on-the-ground work with communities in Malawi, the Philippines, and Kenya to examine what genuine community authority over AI actually looks like in practice. The panel explores what has worked, what hasn't, and what it takes to shift power toward communities in ways that are lasting and structurally embedded rather than performative.
Whose Realities Count When AI Decides? How algorithms re-shape labour, agency and governance in the Global South
16.00 - 17.30 UTC
This panel brings together perspectives from innovation, governance, health, labour and gender justice to examine how algorithmic systems reshape agency and institutional decision making in practice. Moving beyond abstract debates about ethics, the discussion explores how priorities are set within AI systems, what forms of public interest technology are emerging across sectors and what it takes to ensure that communities closest to the consequences of these systems are also closest to shaping them.
The hidden building blocks of AI: labour, land and bodies
18.00 - 19.30 UTC
This panel will explore the often invisible infrastructures that sustain AI systems, focusing on how these processes are deeply shaped by gender dynamics. The session will look specifically at gendered and precarious digital labour (such as data work and content moderation), extractive dynamics tied to land and resources, and the impacts of these systems on bodies and everyday life.
Towards a Citizens’ Track on AI: Putting People in the Lead
20.00 - 21.30 UTC
Bringing together examples of participatory engagement around AI, and of citizen deliberation in other fields, this session will look at how we can build on emerging practice to call for a Citizens Track in AI Governance - creating space in the evolving landscape of AI Governance for direct public engagement.
On the Agenda:
A full day of 90-minute sessions hosted by leading organizations working at the frontlines of AI and society from around the world.
Sessions running across all time zones, from South Asia to the Pacific Coast. Wherever you are, there’s a session for you covering the questions that matter most:
- What are visions of society that work for all, and how do we build it?
- Whose knowledge gets encoded — and whose gets erased?
- What would a rights-based, feminist, decolonial, AI actually look like?
- How do we get from research to real change?
Beyond the Principles: Operationalising Responsible AI for Social Impact
Panel Host: Digital Futures Lab
Speakers: Sasha John, Research Associate & Public Engagement Lead, Digital Futures Lab; Dr Baarish Aggarwal, Research Development & Grants Specialist, Tattle Civic Technologies
Shaping AI in Africa: Power, Practice and Possibility
Panel Host: Masakhane
Speakers: Bonaventure Dossou, PhD Candidate at McGill University x Mila Quebec AI Institute; Deborah Kanubala, Doctoral Researcher, Saarland University and Co-Founder of Parité Ethical AI Labs
Who Governs the Data? Community-Led AI from the Global South
Panel Host: NYU Peace Research and Education Program (PeaceAI)
Speakers: Mark Irura, analyst and IT Expert; Angela Oduor Lungati, Executive Director of Ushahidi; Twinkle A. Bautista (Tala), member of the Sumacher people of Kalinga, Philippines and founder of Kape de Lin-awa; Marine Collins Ragnet, Head of Innovation at New York University’s Peace Research and Education Program (PREP)
Whose Realities Count When AI Decides? How algorithms re-shape labour, agency and governance in the Global South
Panel Host: Global Center on AI Governance
Speakers: Dr. Rose Nakasi, AI Healthcare and Innovation Lead, Makerere AI Lab; Dr. Adio-Adet Dinika, Research Fellow, DAIR Institute; Post-Doctoral Researcher, ZeMKI-Uni Bremen; Joanita Najjuko, Digital Economies and the Future of Work Lead, Nawi Afrifem Collective; Emsie Erastus, Head for African Voices, Women in AI Ethics Plus (WAIE+); Selamawit Engida (Selam) Abdella, Researcher at the Global Center on AI Governance (GCG)
The hidden building blocks of AI: labour, land and bodies
Panel Host: Derechos Digitales
Speakers: Kruskaya Hidalgo Cordero, Founder of Observatorio de Plataformas; Sofía Majlis, Member of the Legal Coordination team at NGO FIMA; Fernanda Campagnucci, Executive Director of InternetLab and Marina Meira, Public Policy Coordinator at Derechos Digitales
Towards a Citizens’ Track on AI: Putting People in the Lead
Panel Host: Connected by Data
Speakers: Tim Davies, Connected by Data / Citizens Track on Data & AI; Helena Suárez Val, co-lead Data Against Feminicide; Sofía Castillo and Lucas Veloso, ISWE Foundation.
For three years, the AI & Equality Initiative has brought together a global community of researchers, activists, and technologists who have been doing the hard work: interrogating AI systems, documenting harms, building alternatives, and refusing to accept that the future is already written.
On May 22, we open the doors. We believe that together we can re-imagine the status quo and create a fair future.
Lead Organisers
Anna-Maria Gueorguieva
PhD student at the University of Washington Information School, her research focuses on creating and conducting evaluations for the behavior and usage of AI systems in social and political contexts as well as contributing to AI and data governance through research evaluating the effectiveness AI and data privacy laws in the United States.
Leyla Roksan Caglar
Postdoctoral Fellow in the Windreich Department for AI & Human Health at the Icahn School of Medicine at Mount Sinai, working at the intersection of neuroscience, AI, and cognitive science to understand how systems with different learning mechanisms acquire, generalize, and represent perceptual information and how we can use these insights to build safe, transparent, and responsible AI systems.
Marie Mirsch
Doctoral candidate at RWTH Aachen University. Marie conducts research at the intersection of mathematics, ethics, and social sciences. She is also the Project manager of the Responsible Research and Innovation (RRI) Hub at RWTH Aachen University, coordinating and implementing national and international projects to strengthen social responsibility in technology development as part of the “ENHANCE - European Universities of Technology Alliance”.
Marit Brademann
Extern with The AI Policy Lab at The University of Umeå, a Junior Fellow with The AULA Fellowship, and Graduate Student at the University of Edinburgh
Steph Wright
Head of Scottish AI Alliance. Steph led on Data Lab’s efforts in support of the Scottish Government in developing Scotland’s AI Strategy and she’s now excited to help deliver the strategy’s vision for Scotland to be a leader in the development and use of trustworthy, ethical and inclusive AI. She is also Co-Founder of Diverse AI.
Amina Soulimani
PhD Candidate in Anthropology at the University of Cape Town (South Africa) investigating human-machine interactions in hospitals, and contextualized ethics of care. Doctoral Research Fellow at HUMA — Institute for Humanities in Africa.
Caitlin Kraft-Buchman
A serial coalition builder from New York, she is permanently based in Geneva and the CEO/ Co-Founder of Women At The Table (2015) whose mission is to forge technology that strengthens democracy, advances gender equality, and enhances human rights. Women at The Table has two daughter initiatives: A+ Alliance for Inclusive Algorithms (2019) and the AI & Equality Human Rights Initiative (2021). Caitlin is also co-founder of the International Gender Champions (2015).
By joining our community you can take part in these events, stay up to date with advancements on topics related to AI & Equality themes and connect with people from all over the world who are committed to building technology for a better future.