Tactical Guidance on AI-Integrated Education & Training | This policy brief outlines a strategic framework to prevent cognitive dependency and ensure AI serves as a catalyst for human potential rather than a substitute for critical thinking. Through the lens of Maya’s Journey, a fictitious narrative illustrating divergent future pathways, this report offers actionable guidance for educators, policymakers, and funders to transform pedagogy, implement AI guardrails, and build a flexible, skills-based workforce ecosystem. This project was a part of the Future Impact Group fellowship, and was completed in collaboration with Convergence Analysis and the International Youth Foundation.

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