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learner agency

2 papers

A university student explains a geometry construction to a lecturer while a classmate follows and a laptop displays a related digital diagram
Industry7 Sept 2026
Industry 112

Commentary: Astra's AGI claim puts evidence of human learning at the centre of education

AIED.HK Editorial

AI Product News Commentary

OpenAI launched GPT-6 Astra on 3 September 2026 amid claims about the arrival of AGI. This commentary treats that label as a claim, not an established consensus. For education, the immediate challenge is to distinguish what an AI can produce from what a learner can explain, question and transfer independently—and to use stronger agents to support that learning.

product newscommentaryGPT-6 Astra
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A teacher prompts a diverse group of secondary students to reason with question cards while an unused answer-generating tablet rests at the edge of the table
Conference Paper2026
Conference Paper 104

Students' essays supported a scaffold-don't-substitute principle, but not a causal harm estimate

Lucile Favero, Juan Antonio Pérez-Ortiz, Tanja Käser, Nuria Oliver

ACM AI Leadership Summit

Favero and colleagues organize educational AI risks across cognition, agency, emotional wellbeing, and ethics, then examine 49 International Baccalaureate essays. Eighty percent described reduced thinking through AI reliance, while students preferred tools that prompt recall and reflection rather than supply immediate solutions. The sample is exploratory and self-reported, so it motivates a design principle, not a prevalence or causal claim.

AI scaffoldingcognitive offloadinglearner agency
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