Concept: Summative assessment
Smarter Together: Enhancing Human-AI Collaborative Grading With Teacher-Cognition Multi-Agent LLM Framework
AI framework that mimics teacher reasoning to improve accuracy and transparency in automated grading

Oral exams matched traditional scores in college algebra
Comparing oral and traditional exams for college algebra learning outcomes





