Articles liés à AI in the Physics Classroom: A Dual Assessment: Examining...

AI in the Physics Classroom: A Dual Assessment: Examining LLM-Powered Tools for Conceptual Change and Problem Solving - Couverture souple

Kahaleh, Rabih

 
9786209367731: AI in the Physics Classroom: A Dual Assessment: Examining LLM-Powered Tools for Conceptual Change and Problem Solving

Synopsis

This book presents a dual evaluation of cutting-edge Artificial Intelligence in secondary physics education. The first study examines an AI-Powered Moodle Plugin utilizing Large Language Models (LLMs) to engage students in real-time Socratic dialogue. This approach is assessed for its effectiveness in confronting student misconceptions and enhancing conceptual understanding of Newtonian mechanics compared to traditional instruction.The second study shifts focus to wearable AI, evaluating the performance of a Llama3-based AI embedded in Meta Smart Glasses. This research focuses on expert physics instructors' assessments of the AI's accuracy in solving upper-level problems, its explanation quality, and its capacity for misconception detection in a hands-free learning environment. Together, these studies define the current capabilities and limitations of both integrated (LMS-based) and wearable (AR-based) generative AI tools, providing essential guidance for educators and developers looking to thoughtfully integrate personalized, intelligent feedback into STEM learning systems.

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