CapabilityObservatory pillar

AI Capability & Learning Systems

Education and learning-system work supporting workforce readiness, AI literacy, and institutional capability-building.

Analysis

Latest capability analysis

CapabilityArticle·April 26, 2026

Malaysia’s AI Education Push Is Real. Its Hardest Test Is Still Ahead

Malaysia has moved beyond the stage of asking whether AI belongs in the national education conversation. It is already there. The more useful question now is whether Malaysia can convert policy moveme…

6 min read
CapabilityArticle·April 9, 2026

China’s AI Education Transition: Rapid Adoption, Institutional Friction, and the Future of Assessment

This article draws on a conversation with Yiwen Zhang, curator of the Global Shapers Community Beijing Hub and a PhD researcher at the London School of Economics and Political Science (LSE), alongside the Observatory’s broader focus on regional AI education developments in China.

8 min read
CapabilityEthics·March 19, 2026

When Opportunity Is Unequal: Girls, Access, and the Fight for AI Education in Nairobi

As AI reshapes education, girls in underserved communities risk being left further behind. This article looks at the realities of access in Nairobi and how Telenovation is creating meaningful pathways into technology and opportunity.

10 min read
CapabilityInterview·February 16, 2026

From Hype to Implementation: A Swiss Founder’s Approach to AI-Powered Writing Education

Generative AI is no longer a speculative “future of education” concept—it is actively reshaping how students learn, how teachers assess, and how institutions define academic integrity.

5 min read
Global call for "Governing with Artificial Intelligence": Share your initiatives
CapabilityIntergovernmental·January 20, 2026

Global call for "Governing with Artificial Intelligence": Share your initiatives

We are launching a Global Call for Governing with AI, inviting governments to share AI use cases, policy initiatives, and implementation tools.

4 min read
Can mid-sized economies come together to build frontier AI?
CapabilityCivil Society·December 16, 2025

Can mid-sized economies come together to build frontier AI?

Mid-sized economies can preserve AI sovereignty through multinational cooperation, pooling talent and compute to reduce dependency on dominant AI powers.

6 min read

Playbooks

Implementation playbooks

In development

Acceptable Use & Governance Template (Schools)

Purpose: Policy and guardrails for school use of AI.

For: School leaders, IT, policy officers

In development

Teacher Enablement Pathway (Beginner → Leader)

Purpose: Staged training and capability building for educators.

For: Teachers, professional development leads

In development

Curriculum Integration Guide (AI literacy + computational thinking)

Purpose: How to embed AI literacy and computational thinking into existing curricula.

For: Curriculum designers, educators

In development

Monitoring & Evaluation Metrics

Purpose: Outcome and impact measurement for AI literacy programs.

For: School systems, researchers

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Related podcast episodes: Practical use of AI·The Future of Assessment