🏷️ computing-education
3 pages tagged with computing-education(3 articles, 0 concepts)
📄 CyberAGENTS: Structured Autonomy for Agentic Gamified Learning in Cybersecurity
> **Synthesis:** Hornung et al. (2026) present **CyberAGENTS**, an agentic framework for gamified cybersecurity learning that enables *structured autonomy* through ontology-guided validation, schema-g…
📄 From Evaluated Models to Evaluation Aids: A Multi-Evidence Study of LLM-Based Difficulty Calibration for Programming Examinations
> **Synthesis:** Yan, Xiong, Li & Chen (2026) reposition LLMs from benchmark targets to auxiliary evidence sources for interpreting programming-exam difficulty, showing that AI difficulty estimates co…
📄 Chat Debugging: An Exploratory Study of Human-AI Collaboration to Debug Analog Circuits
> **Synthesis:** This exploratory study investigates how undergraduates use [[llm|LLMs]] to debug malfunctioning analog circuits under exam conditions, identifying both promising [[human-ai-collaborat…