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- Vol 4 RE: Chapter 24
generative artificial intelligencecognitive engagementhuman-centred augmentationai literacycurriculum alignmentdigital equityReport Evidence summaryAt a glance
The 2026 Outlook synthesizes emerging evidence about generative AI in teaching, learning, assessment, guidance, and educational administration. It stresses that better task performance with a general-purpose model does not automatically produce learning: students may obtain polished answers while bypassing the cognitive effort that develops knowledge and transferable skill.
Key ideas
Educational value depends on explicit pedagogy, well-designed interaction, feedback, reflection, and alignment with curriculum. GenAI can serve as tutor, practice partner, creative collaborator, teacher assistant, and administrative aid when humans retain goals and judgment. Systems should protect foundational and independent thinking, use AI selectively, and distinguish learning without AI, learning through purpose-built educational AI, and responsible use of general tools. Recommendations include investment in research and curriculum-aligned resources, sustained professional learning, equitable access, privacy and safety protections, transparency, evaluation, and alternatives where digital divides persist.
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The report favors human-centred augmentation: technology should enrich practice and relationships, not replace productive struggle, teacher expertise, or the social purposes of education.
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- TE
- Teacher Edition
- PE
- Practice Edition
- RE
- Research Edition
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