Lingbo Tong

Author directory

2026

This study investigates effective use of AI models as statistics tutors. Specifically, how to promote accurate student misconception identification, elicit active student cognition, and provide trustworthy responses. Initial findings from explorations of prompting strategies and indicators of sycophantic behavior with emphasis on model reasoning traces in simulated conversations are discussed.