Definition
What is an AI evaluation rubric
An AI evaluation rubric is the scoring contract for a program: the dimensions, examples, severity scale, and decision rules that make reviewer labels comparable over time.
What is ai evaluation rubric?
An AI evaluation rubric is the scoring contract for a program: the dimensions, examples, severity scale, and decision rules that make reviewer labels comparable over time.
Why it matters
Without a rubric, expert review becomes a collection of personal styles.
Example
A finance rubric that separates arithmetic integrity, accounting meaning, and investment logic.
When it is used
More than one reviewer will score, or scores will be compared across models or weeks.
Common mistakes
- A slogan in place of worked examples
- No escalation path for out-of-specialty items
- Silent edits while dashboards stay unversioned
What kind of experts do you need?
Share the profession, specialty, experience, location, headcount, hours, duration, and project description. We assemble the expert capacity.
- Need 25 licensed nurses for a clinical AI evaluation
- Need 15 attorneys in a specific practice area
- Need 20 PhD scientists for benchmark creation
- Need 30 senior software engineers for code evaluation