Teaching with AI, Not Against It: A Thinking Partner Framework for Working Adult Learners in Compressed Online Formats

Abstract

Working adult learners in online graduate programs face challenges that make strict AI bans both impractical and unhelpful. This paper introduces the Thinking Partner Framework, a practical approach to AI integration developed and refined across six semesters of graduate research methods courses serving approximately 440 K-12 educators. Instead of treating AI as a problem to be detected, the framework positions AI as a Socratic partner that helps students learn while still requiring them to think for themselves. Five design principles—transparency, process documentation, authentic assessment, scaffolded autonomy, and metacognitive reflection—guide the framework’s implementation. The paper includes practical tools such as sample prompts, documentation templates, and examples illustrating the difference between using AI for answers and using it as a thinking partner. Observations from practice, including a 96% checkpoint completion rate and evidence of students transferring Socratic techniques to their own classrooms, suggest promise, though more rigorous research is needed. This framework gives distance education administrators a practical option beyond simply banning or allowing AI. Keywords: artificial intelligence, adult learning, distance education, Socratic method, academic integrity, compressed courses