š“šLāØGHT @ the AI in Africa Conference in Cotonou, Benin š§šÆ
- Annie Hartley
- Nov 30, 2023
- 1 min read
Updated: Dec 24, 2023
š¤ āš¤ How can we ensure equitable access to AI in Sub-Saharan Africa?
--
Fascinating discussions in š“Cotonou, Beninš“ during the Digital Infrastructure and Cybersecurity conference hosted by Carnegie Mellon University Africa and the CyLab-Africa/Upanzi Network
--with Conrad Tucker, Dr. Eric ADJA and Maximilien F. KPODJEDO, Ph.D
š” š©Take-home messages
1) šš¬ Securing an African voice in AI development
Training large models from scratch requires resources that are unavailable in resource-limited settings
Open sourcing large models allows open participation and avoids wastefully retraining the wheel š”
2) š”š Protecting patient safety without stifling AI innovation in Africa
Insist on transparently proven efficacy in the intended population before deployment. [Rigorous real-world clinical studies of AI in healthcare are both safe and innovativeš”]
3) š š How to retain data ownership without missing out on the critical benefits of collaboration?
I spoke about one potential solution: building collaborative federated learning to own data ownership
š½The conference venue was in the shadow of the inspirational "Benin Amazone" statue, honoring the women warriors of the kingdom of Dahomey. The plaque reads: "Like our Amazon warriors of Dahomey, the women of Benin are our pride."