If Generative AI is going to be used in or outside the classroom here is what they need to do in order to be effective: 1/ 🧠 Comprehensive Curriculum by Experts To ensure effectiveness, AI tutoring systems need a curriculum crafted by human experts... 1/11 - ThreadSky

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mralmonded.bsky.social • 41 days ago

If Generative AI is going to be used in or outside the classroom here is what they need to do in order to be effective:

1/ 🧠 Comprehensive Curriculum by Experts To ensure effectiveness, AI tutoring systems need a curriculum crafted by human experts... 1/11

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mralmonded.bsky.social•41 days ago

This ensures depth, accuracy, and relevance in the material, providing a solid foundation for learners. For example, a math curriculum designed by experienced educators can include real-world applications to make abstract concepts more relatable... 2/11

mralmonded.bsky.social•41 days ago

2/ 🏗️ Scaffolded Learning with Gradual Hints: Instead of giving direct answers, AI tutors should offer hints that guide learners through the problems. This scaffolding approach supports learners just enough to push them towards deeper understanding. 3/11

mralmonded.bsky.social•41 days ago

3/ 🔄 Active Recall & Spaced Repetition: Incorporating active recall and spaced repetition helps reinforce long-term memoryLearners revisit material at increasing intervals, ensuring information sticks and reducing cognitive overload... 4/11

mralmonded.bsky.social•41 days ago

For example, an AI tutor could quiz students on vocabulary words at spaced intervals to ensure retention over time... 5/11

mralmonded.bsky.social•41 days ago

5/ 📝 Problem Generation: AI tutors should provide an incredible amount of practice. These should follow the same-deep, different-surface structure when the concept remains the same but the wrapper these problems are presented in differ. This should be interleaved. 7/11

mralmonded.bsky.social•41 days ago

6/ ❌ Error-Correction & Reflective Feedback: Rather than just marking answers right or wrong, AI systems should provide feedback that helps learners understand their mistakes. This helps learners correct misconceptions.... 8/11

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