🏷️ confidence-aware-ai-assessment

> **Assessment validity** — whether assessments measure what they claim to measure. AI in education raises fundamental validity questions: do AI-graded assessments assess student learning or AI prompt…

2026-08-09 · authentic-assessment, automated-grading, formative-assessment, academic-integrity, rct

> **Automated assessment** — the use of AI to evaluate student work, from formative quizzes to high-stakes exams. Automated assessment spans multiple modalities — multiple-choice, short answer, essay,…

2026-08-09 · automated-grading, assessment-validity, formative-assessment, bias-mitigation, teacher-role

> **Automated grading** — AI systems that evaluate student work, from multiple-choice scoring to essay assessment and code review. Automated grading is one of the most mature and widely-deployed AI in…

2026-08-09 · assessment-validity, formative-assessment, automated-essay-scoring, ai-feedback-quality, bias-mitigation

> **Feedback loop** — the cyclical process where AI systems assess student work, deliver feedback, observe the student's response, and adapt subsequent instruction. Effective feedback loops close the …

2026-08-09 · formative-assessment, ai-feedback-quality, automated-grading, scaffolding, self-regulated-learning

> **Wei Xia, Jin Wu, Haoran Shi, Xiangyu Wang, Chanjin Zheng** (2026). East China Normal University / arXiv cs.CL preprint…

2026-06-19 · automated-grading, formative-assessment, feedback-loop, writing-education, scaffolding