Global AI Youth Network (GAIN): AI Safety Essentials Fellowship Deadline: 08-11-2026
GAIN Africa Essentials Fellowship – first round, designed to equip African students, researchers, and professionals with the foundational knowledge for building a strong footprint in the AI Safety ecosystem.
A youth-led non-profit and founding member of the Global AI Youth Network (GAIN). Our focus is identifying African talent with the disposition to engage this problem seriously and shaping their trajectory so they can move into the rooms, roles, and research pipelines where the future of AI is actually being steered.
What is AISEF? This is a 7-week cohort-based virtual program. The program is designed to be a vital starting point for Africans to gain clarity, explore the diverse subfields within AI Safety, and identify concrete pathways to contribute to shaping safe and beneficial AI for the continent and the world. Check out curriculum details here. they will provide micro grants of 500$ – 1k$ for best proposals we recieve.
Who Should Apply?
We are looking for curious minds from all backgrounds [main target is current college students and recent grads].
AI Safety Foundations
- Tell us all you know about AI Safety
- How to read AI Safety Papers
- Career paths you are considering
- Community onboarding & introductions
Existential Risks & Catastrophic Vectors
- Why should we care about global catastrophe prevention?
- Historical impact of technological shocks in Africa
- Case studies on risks from unaligned frontier AI systems
- Frameworks for long-term safety governance
Frontier AI Models and Africa
- What counts as frontier AI and compute scaling?
- Capabilities vs. Alignment trade-offs
- How model evaluation benchmarks work
- Accounting for African dataset representation gaps
Defining Safe & Beneficial AI
- Core differences between AI ethics and technical AI safety
- Socio-technical feedback loops in developing markets
- Interpretability, robustness, and mechanistic oversight
- Hands-on red-teaming exercises
Subfields & Alignment Architectures
- The outer vs. inner alignment problem
- Local language evaluation and cultural benchmarking
- Where African technical talent has maximum leverage
- Intersections between technical alignment and policy
Africa’s AI Safety Landscape & Policy
- Why the Global South must shape frontier AI safety
- Evaluating regional strategies (AU AI Strategy, Smart Africa)
- Building independent safety evaluation institutions
- Becoming an active contributor to global labs and research
Capstone, Fellowships & Career Launch
- Structuring international research grant proposals
- Global fellowship pipelines (MATS, ERA, BlueDot, GovAI)
- Capstone presentations & cohort graduation
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