Ai and ML for Social Good- Sign the Dagstuhl Declaration

BarefootLaw is thrilled to release the Dagstuhl Declaration, which will guide future collaborations between AI experts and NGOs. Gerald Abila, our founder and Executive Director, earlier this year joined a group of machine learning (ML) and artificial intelligence (AI) experts from industry, academia, and representatives from international NGOs in a seminar at the Schloss Dagstuhl to discuss the benefit of artificial intelligence to social good. It was during this seminar that the Dagstuhl Declaration was birthed.

The Dagstuhl Declaration builds on guidelines and principles such as the Toronto Declaration and the United Nations Sustainable Development Goals (SDGs) to call on those working on AI for Social Good projects to understand the potential discrimination against, and vulnerabilities of, the users, beneficiaries, and of the people potentially affected by such technologies.

Yee Whye Teh (University of Oxford and DeepMind) says that ML and AI technologies are driving major shifts in how society operates, and there is tremendous potential for using these technologies for social good. The declaration sets out a solid foundation to build a community around AI for social good, by giving guidelines to encourage long-term sustainability of collaborations between NGOs and AI experts and to ensure that the technology is accessible to all across linguistic, cultural, and financial boundaries. It is important that we all work hard to ensure that ML and AI technologies are part of the solution and not part of the problem.

Signatories to the declaration commit to the following recommendations to help future collaborations working on the social good.

1) Operating within a just and fair ethical framework that respects human rights standards and law.
2) Striving for AI projects to be built on accessible technology.
3) Striving for AI projects to be deployable across various settings and communities.
4) Encouraging best practices in the collection of data.
5) Fostering deep collaboration and partnership between the AI and NGO communities

At BarefootLaw, we work to make goal 16 a reality for the poorest who have for decades been denied access to justice. Gerald says there’s massive potential in AI technology for the type of problems that Ugandans, and Africans at large, tackling on a day to day basis. He really hopes that AI experts will always collaborate with social good experts when designing this technology. “Nothing about us, without us!”

The declaration grew out of the AI for Social Good Dagstuhl seminar hosted at the Leibniz Center for Informatics where 24 people from 9 countries on 3 continents convened for a week in February to discuss pressing issues for NGOs, and participate in a hackathon.

It has already been signed by experts from the machine learning and non-profit community. More signatories are expected in the weeks to come. Do you want to be part of the AI for Social Good community? Sign up to the declaration at