Future of AI in Mathematics Education Excellent Educator, Volume: 3, Issue: 4, Page: 2 Summary Academic Insights This summary explains how the future of education with AI is shaping mathematics teaching and learning. AI tools are increasingly used in classrooms and learning platforms. These tools support problem solving, equation handling, and visualisation tasks. The review […]
Enhancing Peer Assessment with AI Excellent Educator, Volume: 3, Issue: 2, Page: 6 Summary Academic Insights Apply This Now Use AI to summarize peer feedback, not assign grades alone. Add This in Your Lesson Train students to evaluate AI-supported feedback. Avoid This Mistake Letting AI override human evaluative decisions. Keywords Peer assessment; AI feedback; Learning
Flipped Assessment Using AI in Medical Education Excellent Educator, Volume: 3, Issue: 2, Page: 8 Summary Academic Insights Apply This Now Let students build practice questions using AI with validation steps. Add This in Your Lesson Include peer review of AI-generated questions. Avoid This Mistake Assuming AI-generated questions are automatically accurate. Keywords Medical education; Flipped
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Design and Assessment of AI-Based Learning Tools Excellent Educator, Volume: 3, Issue: 2, Page: 7 Summary Academic Insights Apply This Now Prefer AI tools that explain reasoning, not just outputs. Add This in Your Lesson Ask students to critique AI responses. Avoid This Mistake Treating AI tools as pedagogically neutral. Keywords AI learning tools; Higher
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Educational Assessment in the Age of GenAI Excellent Educator, Volume: 3, Issue: 2, Page: 5 Summary Academic Insights Apply This Now Replace single end-product tasks with process-based assessment. Add This in Your Lesson Use reflections, drafts, and oral explanations. Avoid This Mistake Relying on AI detection instead of assessment redesign. Keywords Educational assessment; Generative AI;
Enhancement and Assessment in the AI Age Excellent Educator, Volume: 3, Issue: 2, Page: 4 Summary Academic Insights Apply This Now Add This in Your Lesson Avoid This Mistake Keywords Extended mind; Human-AI collaboration; Future assessment Source/Citation Hernández-Orallo, J. (2025). Enhancement and assessment in the AI age: An extended mind perspective. Journal of Pacific Rim
Academic Integrity in the Age of ChatGPT Excellent Educator, Volume: 3, Issue: 2, Page: 3 Summary Academic Insights Apply This Now Redesign exams to require synthesis, evaluation, and justification. Add This in Your Lesson Discuss ethical AI use openly with students. Avoid This Mistake Over-reliance on AI detection software. Keywords Academic integrity; ChatGPT; Exam design;
AI in Assessment for Students with Disabilities Excellent Educator, Volume: 3, Issue: 2, Page: 2 Summary Academic Insights Apply This Now Review whether AI tools change the construct being measured. Add This in Your Lesson Provide multiple ways for students to demonstrate understanding. Avoid This Mistake Assuming AI-based accommodations are automatically fair. Keywords Disability inclusion;
