Lesson 951 of 1550
AI Rubric Norming Session Prep: Calibrating Graders
AI can pre-grade sample papers across rubric criteria so a faculty norming session starts from a real disagreement, not a blank rubric and a long meeting.
Lesson map
What this lesson covers
Learning path
The main moves in order
- 1The premise
- 2rubric norming
- 3inter-rater reliability
- 4anchor paper
Concept cluster
Terms to connect while reading
Section 1
The premise
AI can pre-grade anchor papers and surface inter-rater disagreement, but the norming conversation among graders is essential.
What AI does well here
- Pre-grade sample papers across rubric criteria with cited evidence.
- Surface points of likely grader disagreement with paired examples.
What AI cannot do
- Substitute for the human norming conversation that builds shared judgment.
- Decide what the rubric should value — that is a faculty conversation.
Key terms in this lesson
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