🧠 AI Ed Wiki

🏷️ interpretability

2 pages tagged with interpretability(2 articles, 0 concepts)

📄 Calibrating Trustworthiness: Co-Designing Metrics and Visualizations for Evaluating LLMs in Education
> **Calibrating Trustworthiness: Co-Designing Metrics and Visualizations for Evaluating LLMs in Education** — Longitudinal co-design with learning engineers building an LLM-powered digital textbook. C…
2026-08-05 · llm, ai-ed-evaluation, trust-calibration, human-in-the-loop, instructional-design
📄 Interpretable Knowledge Tracing
> **Interpretable Knowledge Tracing** — A novel framework for dialogue-based Knowledge Tracing that explicitly models both student ability and tutor-turn difficulty using Item Response Theory, produci…
2026-07-29 · knowledge-tracing, student-modeling, cold-start-knowledge-tracing-safeinsights, item-response-theory, ai-tutoring

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llm (1)ai-ed-evaluation (1)trust-calibration (1)human-in-the-loop (1)instructional-design (1)edtech-platform (1)visualization (1)knowledge-tracing (1)student-modeling (1)cold-start-knowledge-tracing-safeinsights (1)item-response-theory (1)ai-tutoring (1)rag (1)