Design an AI system for personalized education that can adapt learning content and paths to individual students' needs. Focus on implementing knowledge tracing algorithms and content recommendation systems. Address challenges like modeling complex learning domains, providing real-time feedback, integrating with various types of educational content, and ensuring transparency of the adaptation process.