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Leveraging AI to Personalize Learning
12/23/23
Editorial team at Bits with Brains
As artificial intelligence continues to develop, new opportunities are emerging to revolutionize education systems.
Traditionally, teachers have struggled to meet the diverse needs of every student within large classrooms. However, AI shows promise for assisting instructors in tailoring lessons to each learner in ways not previously possible.
Pioneering non-profits like Khan Academy have been early adopters of using AI to enhance adaptive learning. By analyzing user performance data, their platforms can recommend individualized problem sets and content. Students can now self-pace in a way that meets their exact skills level. Khan Academy is also testing conversational chatbots as tutors. Dubbed Khanmigo, these agents nudge students along, answer questions without judgment, and explain concepts in personalized manners based on interactions.
Language learning app Duolingo integrates AI technology similarly to mimic real world practice. Through their use of GPT-4, the program engages students in interactive discussions, adapting wording and scenarios to constantly challenge yet not overwhelm the learner as their proficiency develops over time. Whether catching up or advancing, users benefit from personalized support tailored precisely to their abilities.
Other AI technologies aim to streamline teacher workload, thereby freeing time for more focused assistance. By harnessing AI, services like Gradescope automate grading tasks, highlighting patterns to provide instructors rapid, consistent learner feedback. Tools for dyslexic students have also emerged; Speechify converts written works into spoken formats adjusted for individual needs.
Educators worldwide are experimenting with such applications. Universities including the University of Pennsylvania and IE University in Spain actively partner AI into blended classrooms. Techniques include algorithmically building lesson plans from user profiles, deploying "learning assistants" to answer queries in real-time, and automating administrative functions with intelligent systems.
As adaptive models continue to improve, advocates argue AI can help address inequality by meeting all students as unique individuals. With evolved research and implementation, artificial intelligence shows potential to revolutionize learning into a personalized experience driving full potential for every mind.
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