1. Productivity Explodes, Parity Approaches
AI isn't just automating tasks; it's achieving human-level performance in complex areas (task inference parity) while dramatically boosting productivity elsewhere.
This dual force is fundamentally altering the global labor landscape – creating immense value, but also clear disruption.
View more in our manifesto2. Emerging Markets Feel It Most
This disruption poses a unique risk to emerging economies, particularly in Africa, where digital jobs are crucial livelihoods for a vast young population.
High youth unemployment and minimal safety nets amplify the potential impact.
We aren't just observing this trend – our communities are living it. They see the changes, feel the pressure, and seek pathways forward.
View more in our manifesto3. What We Believe the Solutions Are
We believe the answer lies in leveraging both AI and the power of community. Our thesis is simple:
Massive Upskilling
Equip millions with higher-order technical and critical thinking skills needed for AI-resilient careers.
Focus on agile, relevant learning delivered through open-source models and community ecosystems.
AI-Powered Activation & Routing
Use AI not just for learning, but to intelligently connect individuals to the right learning paths, resources, and opportunities.
Create efficient flows from learning to earning, guided by AI and validated by community.