Interaction
Structured student interaction
Students answer a question, then talk their reasoning through with an AI tutor that guides without giving the answer away.
AI-supported research into student reasoning, modelling, feedback literacy and learning interaction.
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Students answer a question, then talk their reasoning through with an AI tutor that guides without giving the answer away.
AI suggestions help researchers organise conversations. They stay advisory and never replace a researcher's judgement.
Final research codes come from trained human coders, so every finding rests on human interpretation.
A short questionnaire after each session asks how students take in and act on the feedback they receive.
Participant data is pseudonymised and organised for careful, transparent analysis.