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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

Rudaina Al-Busaidi

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Open access Aug 2026

The regulation paradox: agentic AI, bounded autonomy, and self-regulated learning in higher education

Bounded autonomy is proposed as a pedagogical governance principle that limits the scope, timing, transparency, contestability, and duration of AI intervention in education and separates four risks within the regulation paradox.

Mohammed Salah, Rudaina Al-Busaidi, Amna Al-Ghawi et al. · 2 citations

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