Build a Rubric-Based AI Feedback Loop
Create an AI feedback loop aligned to the learning outcome and rubric criteria.
Fatima needs AI feedback to support the project rubric rather than produce generic encouragement. Constructive alignment: outcome, criterion, evidence, and revision must point to the same target The common trap is asking for broad feedback. AI then comments on style, detail, and tone even when the learning outcome is evidence quality. Outcome State the target: "Students justify a design choice with relevant evidence." The outcome tells the AI which learning performance matters and filters out unrelated advice. Criterion Select one rubric criterion: "Evidence supports the design claim with data or observation." One criterion keeps cognitive load manageable and makes feedback…
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