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EmergingIndustry, Economy & Capital1–3 years
Teachers remain central in AI education
AI can assist planning, feedback and personalisation, but educators frame goals, interpret learner needs and protect the social environment of learning. Professional judgement does not disappear.
Organisation for Economic Co-operation and Development19 January 2026Reviewed 26 July 2026
FUURAA original conceptual visualWhat the evidence indicates
A concise reading of the source
AI can assist planning, feedback and personalisation, but educators frame goals, interpret learner needs and protect the social environment of learning. Professional judgement does not disappear.
FUURAA interpretation
Why this could matter
Tools should strengthen teacher capacity and preserve control over consequential choices.
How to read this signal
A direction still taking shape
Multiple developments point in this direction, but timing, adoption and outcomes remain open.
