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Designing Better AI Prompts for Student-Centered Learning

Posted on 02/12/2026

Is AI pushing pedagogy backward? A 2025 study from the University of Pennsylvania and the University of Michigan, published in the Social Innovations Journal, analyzed 90 AI-generated lesson plans and found a recurring bias toward "teacher-centered" instruction. 

The Findings: 

  • Bias: AI tools often default to rote memorization and limited student dialogue. 
  • The Risk: Without intervention, AI may reinforce outdated teaching models. 
  • Solution: Use intentional prompting to steer the AI toward learner agency. 

How to Improve Your AI Output: Instead of general requests, provide prompts that specifically require elements of student goal-setting and meaningful communication. With a critical eye and better prompting, AI remains a powerful tool for advancing, not hindering, good pedagogical practices. 

Read the full study here. 

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OTAN activities are funded by contract CN240137 from the Adult Education Office, in the Career & College Transition Division, California Department of Education, with funds provided through Federal P.L., 105-220, Section 223. However, OTAN content does not necessarily reflect the position of that department or the U.S. Department of Education.