Short-term
2026–2028 — Impacts already visible or imminent
Education & Training: Shortterm (20262028) Current State Education systems worldwide are in the most turbulent period of disruption since the internet entered classrooms. The arrival of generative AI particularly ChatGPT in late 2022 and its rapid successors did not merely introdu...
Medium-term
2028–2033 — Transformations underway, accelerating
Education & Training: Mediumterm (20282033) Current State By 2028, the initial shock of AI's entry into education has passed. The question is no longer whether AI will transform education, but which transformation paths are working and which have failed. The shortterm period (20262028)...
Long-term
2033–2046 — Projected scenarios, structural shifts
Education & Training: Longterm (20332046) Current State Projecting education systems across a thirteenyear horizon requires acknowledging deep uncertainty about AI's trajectory. If current capability trends continue and there is no consensus on whether they will AI systems by the...