Assessment & Feedback

Using AI to Enhance—Not Replace—Teacher Judgment

Core Principle: Augment, Don't Replace

AI in assessment and feedback should augment human judgment, not replace it. AI tools can enhance efficiency in routine tasks, allowing teachers to focus on deeper, personalized student support.

🎯 Key Principles: Maintain human oversight • Ensure data privacy • Practice transparency with students

Acceptable Uses of AI in Assessment & Feedback

✅ Formative Assessment & Feedback

Using AI to provide rapid, formative feedback on draft assignments helps students improve before final submission.

Appropriate Uses:

  • • Checking grammar and spelling
  • • Verifying adherence to formatting guidelines
  • • Identifying structural issues in writing
  • • Flagging citation format errors

Example Prompt:

"Review this essay draft for grammar, spelling, and paragraph structure. Provide specific suggestions for improvement without rewriting the content."

✅ Drafting Feedback Comments

Generate draft comments or rubric-aligned feedback that you review, edit, and approve before sending to students.

Sample Workflow:

  1. Teacher identifies key strengths and areas for improvement
  2. AI generates draft feedback language based on those points
  3. Teacher reviews, edits tone and specificity
  4. Teacher finalizes and delivers personalized feedback
"Based on this rubric criteria for a research paper, draft constructive feedback for a student who scored 'Developing' on thesis clarity and 'Proficient' on evidence use. Make the feedback encouraging and specific."

✅ Analyzing Patterns Across Student Work

Identify common mistakes, misconceptions, or learning gaps across a class to inform future instruction.

Use Cases:

  • • Identifying frequently missed concepts
  • • Spotting common writing errors
  • • Recognizing patterns in problem-solving approaches
  • • Informing reteaching priorities

Example Prompt:

"Based on these anonymized quiz results showing common wrong answers, identify likely misconceptions about photosynthesis that I should address in reteaching."

⚠️ Important: Always anonymize or aggregate data before using AI for pattern analysis. Never include student names or identifiable information.

✅ Assessment Design

Create rubrics, quizzes, sample test questions, or scenarios that you then refine and finalize.

"Create a 4-level rubric for an 8th grade persuasive essay. Categories: thesis statement, evidence & reasoning, counterargument, and conventions."
"Generate 10 multiple-choice questions on the American Revolution for 11th grade US History. Include 2 recall, 5 application, and 3 analysis questions."

Always Review For:

  • • Factual accuracy
  • • Alignment to your specific learning objectives
  • • Age and grade-level appropriateness
  • • Cultural sensitivity and inclusivity
  • • Clarity of language and instructions

What AI Should NOT Do in Assessment

🚫 Never Use AI To:

  • • Assign final grades without teacher review
  • • Make high-stakes decisions about student placement
  • • Replace summative evaluation of complex work
  • • Process identifiable student data
  • • Generate feedback sent directly to students without review

⚠️ Why Human Oversight Matters:

  • • AI may miss context only teachers understand
  • • Students deserve personalized human attention
  • • AI can perpetuate biases in feedback
  • • Grading decisions have real consequences
  • • Teacher-student relationships require human connection

Transparency with Students

When using AI to assist with feedback, consider being transparent with students about your process.

Explain Your Process

"I use AI tools to help me provide faster feedback on drafts, but I personally review and customize every comment."

Model Responsible Use

Demonstrate how you use AI as a starting point, showing students the review process.

Maintain Trust

Ensure students know their work is being read and valued by you, not just processed by a machine.

Sample Feedback Workflow

1

Read the Student Work

Always read the student's submission yourself first to understand their work.

2

Identify Key Points

Note the main strengths and areas for improvement you want to address.

3

Draft with AI Assistance

Use AI to help articulate your feedback clearly and constructively.

4

Personalize and Edit

Adjust the AI draft to reflect your voice, add specific examples from their work, and ensure accuracy.

5

Deliver to Student

Share the finalized, personalized feedback with your student.

The Bottom Line

AI can help you provide faster, more consistent formative feedback and design better assessments. But the human connection, professional judgment, and personalized support you provide cannot be replaced. Use AI to handle routine tasks so you have more time for what matters most: helping each student grow.