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Scoring model output

Golden sets and labelsScoring model outputJudges and calibrationStubbing and replayModel swaps and gatesDrift detection
Development

Scoring model output

  • Writing Assertions on Model Output That Catch Real Regressions
  • Writing Checklist Lines a Model Can Score Automatically
  • A Severity Ladder for Model Output Failures
  • Asserting Business Invariants, Not Just Shapes
  • Which Checklist Lines Ever Fire: Counting Failures
  • Writing a Rubric Line a Model Can Score the Same Way Twice
AI testing and evals

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