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Human judgment with a visible rubric.

Create and operate evaluation tasks that connect model outputs to clear criteria, qualified reviewers and adjudicated edge cases.

01Rubrics

Define what good means before ranking outputs.

Criteria should separate correctness, relevance, naturalness, cultural fit, safety and style when those dimensions matter.

Use cases

  • Preference data
  • Response quality evaluation
  • Cultural-fit review
  • Safety and red-team evaluation

Typical deliverables

  • Evaluation rubric
  • Reviewer calibration set
  • Structured judgments
  • Disagreement and adjudication log
  • Evaluation summary

Tell us what your model needs to understand.

Discuss a Data Program