Tutor CoPilot: A Human-AI Approach for Scaling Real-Time Expertise

2026

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AI-generated summary

This paper introduces Tutor CoPilot, a human-AI system that significantly improves student learning outcomes in real-time tutoring sessions at a low cost.

* Details the development and evaluation of Tutor CoPilot, a human-AI system designed to assist tutors.
* Presents findings from a randomized controlled trial showing improved student mastery of math topics.
* Analyzes the impact of Tutor CoPilot on tutoring quality and tutor strategy use.

AI, Tutoring, Education, Human-AI Collaboration, Large Language Models

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