ITAS is a multi-agent LLM tutoring architecture with teaching, operational, and feedback layers that was piloted in a university course, handling student interactions and providing instructor insights without task-boundary hallucinations.
AutoTutor: A tutor with dialogue in natural language
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ITAS, a multi-agent tutoring system with quantum-specialized LLM agents, cloud infrastructure, and analytics, was deployed in a real quantum computing course and provided evidence that agent specialization improves reliability while surfacing curriculum gaps.
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From Prototype to Classroom: An Intelligent Tutoring System for Quantum Education
ITAS, a multi-agent tutoring system with quantum-specialized LLM agents, cloud infrastructure, and analytics, was deployed in a real quantum computing course and provided evidence that agent specialization improves reliability while surfacing curriculum gaps.