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Prompt Templates for Fair, Specific, Actionable Essay Feedback

Copy-paste prompts to generate clear, rubric-aligned feedback on structure, evidence, clarity, and citations.Read More →

Sun Sep 07 2025

Detecting & Mitigating Bias in AI Grading: A Practical Playbook (2025)

Make bias checks routine, not ad hoc. A step-by-step, classroom-ready workflow to test and reduce AI grading bias—counterfactuals, blinded samples, prompts, monitoring, and audit docs.Read More →

Sun Sep 07 2025

Migration Guide: Move from Manual to AI Grading (4-Week Plan)

Pilot, calibrate, and roll out AI grading in four weeks—templates, comms, and QA checkpoints included.Read More →

Sun Sep 07 2025

Open-Ended STEM: Grading Explanations, Proof Sketches, and Diagrams (with AI)

Score reasoning and method—not just the final answer—using criteria, exemplars, and partial credit. Practical workflows for AI grading of STEM short answers, proofs, and diagram-based responses.Read More →

Sun Sep 07 2025

How to Calibrate AI Grading with Cohen’s Kappa (and When It Matters)

Step-by-step: sample size, double-rating, computing Kappa (with a worked example), interpreting thresholds, and acting on results.Read More →

Sun Sep 07 2025

Rubric Engineering: Turn Outcomes into Reliable AI Criteria

Translate outcomes into criteria, scales, and exemplars so AI can deliver consistent, auditable feedback.Read More →

Sun Sep 07 2025

Automated Essay Scoring (AES) vs. AWE vs. LLMs: What Actually Works in 2025

Plain-English comparison of AES, AWE, and LLM-based grading—strengths, limits, costs, privacy, and when to use each with real classroom constraints.Read More →

Fri Sep 05 2025

AI Essay Grading, Without Losing Your Rubric (Human-in-the-Loop)

Turn your rubric into consistent, auditable AI feedback. See prompts, workflows, and HITL steps that keep instructor control.Read More →

Fri Sep 05 2025

How to Grade Short-Answer Questions with AI (Step-by-Step Guide)

Practical workflow for partial credit, rubrics, and error handling when grading short-answer questions with AI.Read More →

Fri Sep 05 2025

Gradescope Alternative for Essay & Short-Answer Grading

Feature-by-feature comparison focused on open-ended responses, rubric control, and human-in-the-loop reviews.Read More →

Fri Sep 05 2025

Human-in-the-Loop Grading: Reducing Outliers & Hallucinations

A practical HITL workflow to keep AI grading fair and reliable—sampling, appeals, version control, and audit logs.Read More →

Fri Sep 05 2025

Canvas, Moodle, Google Classroom: Setting Up LTI 1.3 AI Grading

Step-by-step LTI 1.3 setup for AI grading—keys, roles, grade passback, and troubleshooting.Read More →

Fri Sep 05 2025

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