Assistive-Tool-Only Deployment Recommendation for Hierarchical Prerequisite Graph RAG
The paper recommends its hierarchical prerequisite graph-RAG systems be used only as assistive tools for instructors or content curators, and explicitly not as unsupervised tutors. The recommendation is motivated by a pedagogical risk: incorrect prerequisite chains or low-faithfulness generations could mislead learners if presented without expert oversight. The scope restriction is the paper's primary ethical control on downstream use.
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Auditable Strict-Parity Evaluation of Prerequisite-Graph Retrieval for RAG under Leakage Controls
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Claim-Level Traceability in Graph-RAG Evaluation
Assistive-Tool-Only Deployment Recommendation for Hierarchical Prerequisite Graph RAG
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Dataset License and Attribution Disclosure via Released Data Cards
Assistive-Tool-Only Deployment Recommendation for Hierarchical Prerequisite Graph RAG
Limited Privacy Risk: Curated Concept Text and Prerequisite Edges, Not MOOCCubeX Learner Logs