Integrating Generative AI and Adaptive Learning Frameworks in STEM Teacher Professional Development

Abstract

This study examines the pedagogical efficacy of fine-tuned large language models in scaffolded inquiry tasks among 240 secondary school science teachers. Results show significant gains in conceptual mastery and automated diagnostic assessment accuracy.