🧠 AI Ed Wiki

🏷️ llm-cognitive-diagnosis-handwritten-math

3 pages tagged with llm-cognitive-diagnosis-handwritten-math(3 articles, 0 concepts)

📄 Automated Grading of Handwritten Mathematics Using Vision-Capable LLMs
Automated grading systems have enabled scalable assessment for many response types, but handwritten mathematics remains a barrier due to the complexity of multi-step solutions. Vision-capable large la…
2026-05-22 · automated-grading, llm, stem-education, higher-ed, efficacy-study
📄 Modernizing Ground Truth: Four Shifts Toward Improving Reliability and Validity in AI in Education
> Stop treating κ > 0.8 as a binary stamp of approval.…
2026-05-11 · benchmark, efficacy-study, learning-analytics, generative-ai, llm
📄 The LLM Fallacy and Misattribution of Competence
> Three system properties enable the fallacy via two cognitive mediators: > The LLM fallacy is a **cognitive attribution error** in which users misinterpret LLM-assisted outputs as evidence of their o…
2026-05-07 · metacognition, over-reliance, llm, k-12, higher-ed

Related Tags

llm (3)automated-grading (2)higher-ed (2)efficacy-study (2)stem-education (1)multimodal (1)automated-question-generation (1)ai-tutoring (1)formative-assessment (1)benchmark (1)learning-analytics (1)generative-ai (1)human-in-the-loop (1)ai-literacy-assessment-misalignment (1)human-in-the-loop-ai (1)