University of Pennsylvania researchers tweaked an AI tutor to tailor the difficulty of practice problems for each student.

explanation: "Incorrect. Tests don't perform faster when using plain assert statements." - content: "It allows you to use Python operators for any comparison." isCorrect: true explanation: "Correct.

Abstract: Knowledge tracing models students' knowledge and predicts performance. Programming education involves iterative debugging and sparse behavioral data. We construct PED (Python Education Data) ...

Abstract: This paper proposes a novel educational system that integrates Large Language Models (LLMs) with Knowledge Graphs (KGs) to generate personalized learning paths. By leveraging the structured ...

This sample demonstrates an AI-powered Academic Agent built with the Microsoft Teams SDK for Python. The bot provides comprehensive educational support, career guidance, and course recommendations ...