The human stakes of AI grading

Skip to main content Search Search Flypaper The human stakes of AI grading Meredith Coffey, Ph.D. 3.26.2026 Getty Images/BongkarnThanyakij Listen to this article Loading the Elevenlabs Text to Speech AudioNative Player... During my last year as a classroom teacher, I was tasked with grading 5,400 assignments. Here’s the math: 150 students x 4 quarters x 9 assignments (the number we were required to grade quarterly).
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How AI Grades Handwritten Math (And Where It Still Struggles)
AI grades handwritten math by reading the page with specialized handwriting recognition, then evaluating each step of a solution rather than just the final answer. Here is how that pipeline works and where it still breaks down.
What AI Grading Analytics Reveal About Learning Gaps
AI grading analytics turn a pile of scores into concept-level diagnoses, showing exactly where a class or student is stuck. Here is how educators can read that data and act on it.
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