Bias and discrimination
Biased training data, algorithmic bias, and unfair decision processes can reinforce societal inequality.
Organizations
Omdena Grassroots AI
Empowering communities to tackle current AI development issues through education, innovation, deployment, and local scale.
Community-led AI
Empowering communities to tackle AI development issues.
In the evolving field of AI development, addressing pressing issues requires sustainable, community-informed work. Omdena's grassroots model focuses on educating, innovating, deploying, and scaling ethical AI solutions so communities can drive positive change.
The challenges
Four areas that require community-informed action.
Job displacement and workforce transitions
AI automation creates workforce-transition and retraining needs that communities must address.
Privacy and security
Expanded AI use increases the importance of protecting personal and community data from exposure or misuse.
Sustainable solutions
Solutions are more sustainable when local communities help shape them for the context in which they will be used.
The grassroots model
Empowering communities through four steps.
- 01
Educate
Community leaders initiate change through education, engagement, ideathons, and open-source initiatives that bring people together around critical challenges.
- 02
Innovate
Developers apply their skills to carefully framed challenges and create AI models for real-world problems.
- 03
Deploy
Projects emphasize meaningful user problems, early feedback, collaborative delivery, and solutions aligned with practical needs.
- 04
Scale
Local practitioners are trained and hired to extend AI capabilities, strengthen local expertise, and continue community-led projects.
Partner context
Civil-society partners represented in the shared record.
- World Institute on Disability(USA)
- Basecamp Business Incubator(Namibia)
- mothers2mothers(South Africa)
- ACAPS(Switzerland)
- Africa ICT Right(Ghana)
- Climate-KIC(Netherlands)
- GovTech Bhutan(Bhutan)
- Child Growth Monitor(Germany)
What's next
Take part in community-led AI.
Explore applied AI learning, join challenges that address industry and community needs, and support scalable AI and local hiring.