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Nitesh V. Chawla

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TeachingCoach: A Fine-Tuned Scaffolding Chatbot for Instructional Guidance to Instructors

TeachingCoach is a pedagogically grounded chatbot designed to support instructor professional development through real-time, conversational guidance that produces clearer, more reflective, and more responsive guidance than a GPT-4o mini baseline.

Izzy Molnar, Peiyu Li, Si Chen et al. · 0 citations
Preprint Aug 2026

Why AI Detection Fails for Academic Integrity

Institutions use commercial AI detectors for academic integrity, yet detectors cannot distinguish AI editing from full LLM drafts and may treat both as misconduct and should not serve as standalone misconduct evidence.

Jonathan A. Karr, Grigorii Khvatskii, Hua Ting et al. · 0 citations

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