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Author

Ruth Falconer

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Jul 2026

Learning Engagement Assistant (LEA): Cross-Course Scalability and Classroom Evaluation of an Agentic AI Tutoring System

The first classroom deployment of LEA with real students is reported and the first empirical test of its cross-course scalability is revealed, revealing a divergence from simulation predictions across modes, showing that synthetic evaluation alone cannot anticipate all aspects of real deployment.

Teri Rumble, Javad Zarrin, P. Lovell et al. · 0 citations

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