3 papers
cs.MA2026
ITAS: A Multi-Agent Architecture for LLM-Based Intelligent Tutoring
Iizalaarab Elhaimeur, Nikos Chrisochoides
Large language model tutors are easy to build in a notebook and hard to run in a real course. We describe ITAS (Intelligent Teaching Assistant System), a multi-agent tutoring syste…
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…