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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

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D. Henderson

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#large language models Open access Aug 2026

How Do We Know They Work? A Systematic Review of Evaluation Practices and Methodological Rigor in LLM-Based Agentic Educational Systems

Background. Large language model (LLM) based agentic educational systems, which plan, use tools, reflect, or coordinate as multiple agents, are proliferating, but whether they are evaluated rigorously enough to support claims about learning is unclear.Objective. To systematically characterize the evaluation practices a...

D. Henderson · 0 citations

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