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Rebuilding education for the AI Age

“AI will master what can be written down. Education must protect what cannot.” In Part 1 of the Designing Futures series, we examine Jaffar Humayoon’s Cognitive Architecture Reform Framework. This 10-year roadmap provides a survival strategy for national education systems facing the "Automation Boundary." We break down the shift from Level 1 (Procedural) to Level 3 (Paradigm) thinking and why foundational rote learning must be compressed, not abandoned, to fuel higher-order reasoning. Youtube link: Education for the AI Age In this whitepaper analysis, we break down: • The Three-Phase Model: From "Foundational Encoding" (Grades 1–5) to "Applied Mastery" (Grades 10–12). • The Applied Rote Principle: Why automaticity in math and language is the mandatory fuel for systemic reasoning. • Assessment as Driver: Replacing standardized recall with capstone missions, oral defenses, and AI-augmented critique. Keywords: Education Reform 2027, Cognitive Architecture, AI in Education, Pedagogy Design, Higher-Order Thinking, Education Policy, Teacher Training, Workforce Readiness. 🔗 Read the Full Framework: Rebuilding Education for the AI Age (https://futurium.ec.europa.eu/en/appl...)