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cs.CY2026
From Prototype to Classroom: An Intelligent Tutoring System for Quantum Education
Iizalaarab Elhaimeur, Nikos Chrisochoides
Quantum computing instructors face a compounding problem: the concepts are counterintuitive, the mathematical formalism is dense, and qualified faculty are scarce outside a small n…
cs.CY2026
Latency and Cost of Multi-Agent Intelligent Tutoring at Scale
Iizalaarab Elhaimeur, Nikos Chrisochoides
Multi-agent LLM tutoring systems improve response quality through agent specialization, but each student query triggers several concurrent API calls whose latencies compound throug…
cs.CY2025
Toward Personalizing Quantum Computing Education: An Evolutionary LLM-Powered Approach
Iizalaarab Elhaimeur, Nikos Chrisochoides
Quantum computing education faces significant challenges due to its complexity and the limitations of current tools; this paper introduces a novel Intelligent Teaching Assistant fo…