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What happens when an AI grader receives more than a generic instruction to assign a score? A Turkish history study compared seven models and five prompting approaches against an instructor's ratings of 24 university students' answers. The same answers…
As schools reconsider assessment in an AI-rich environment, a programming-course study offers a useful design example rather than a test of AI itself. Researchers compared 203 students' reports of completed tasks with oral demonstrations across a 60-task…