Redesigning Assessments for AI-Enhanced Learning
Excellent Educator, Volume: 3, Issue: 2, Page: 1
Summary
Academic Insights
- Generative AI challenges traditional assessment focused on recall and reproduction.
- Educators are redesigning assessments to preserve authenticity and integrity.
- The Against–Avoid–Adopt–Explore framework guides practical responses to AI.
- AI-resistant assessments emphasize reasoning, reflection, and contextual judgment.
- Assessment redesign is a pedagogical necessity, not just a policing response.
Apply This Now
- Classify each assessment task using the four-part framework before redesign.
Add This in Your Lesson
Require students to justify decisions and reasoning, not just final answers.
Avoid This Mistake
Treating AI purely as a cheating problem instead of a design signal.
Keywords
Assessment redesign; Generative AI; Academic integrity; Higher education
Source/Citation
Khlaif, Z. N., et al. (2025). Redesigning assessments for AI-enhanced learning: A framework for educators in the generative AI era. Education Sciences, 15(2), 174. https://doi.org/10.3390/educsci15020174
Excellent Educator. (2026). Redesigning Assessments for AI-Enhanced Learning. Excellent Educator, 3(2), 1