Dr. Alvin Chan presented his paper on ‘AI and Adaptive Learning Systems’ during the AI in Education Forum 2024 (27th & 28th, 2024) held at the Marriot Hotel of Tang Plaza in Singapore).

AI-Adaptive Learning Systems are revolutionizing education by providing personalized learning experiences. These systems use artificial intelligence to dynamically adjust content, pace, and difficulty based on individual student performance and preferences.

Key components include learner models, domain models, and pedagogical models, which work together to create tailored learning paths.

The presentation highlights PicoApps, small, focused applications designed for specific learning tasks. These apps can be developed by educators using no-code platforms, making AI-adaptive learning more accessible. PicoApps allow teachers to create customized learning experiences that address particular educational needs without requiring extensive programming knowledge.

Benefits of AI-Adaptive Learning Systems include improved learning outcomes, increased student engagement, and more efficient resource allocation for educators. However, challenges such as data privacy, algorithmic bias, and the need for human oversight must be addressed.

The future of these systems involves more sophisticated personalization, enhanced real-time feedback, and integration with emerging technologies like virtual and augmented reality.

By combining theoretical understanding with practical implementation through PicoApps, educators can leverage AI to enhance educational experiences across various subjects and learning contexts, potentially transforming traditional teaching methods and making education more responsive to individual student needs.

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