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AI as a Teaching Force Multiplier — Essay Analysis and Classroom Intelligence
A 20-year writing instructor at USC shares how initial resistance to AI transformed into active adoption after forming an AI fellowship. The biggest practical win is using AI to analyze batches of stu
What does this do
The emergence of ChatGPT 3 in 2023 threatened the integrity of writing instruction as students began using it to ghostwrite assignments. The faculty formed an AI fellowship to determine how to respond — ultimately deciding to embrace AI as a tool while establishing ethical guardrails. Separately, the instructor needed to glean student learning gaps from large volumes of essays quickly enough to act on them in real time.
How It Works
The workflow is centered on Copilot's deep integration with Microsoft 365 — no context-switching required. Batch essay analysis provides a lay of the land before individual grading begins. Prompts are drafted iteratively — if the initial result is insufficient, the instructor sharpens the prompt based on where the AI misinterpreted the intent.
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- Higher Education / Writing & Curriculum Development